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Stratis Ioannidis
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2020 – today
- 2024
- [j39]Batool Salehi
, Utku Demir
Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming. IEEE/ACM Trans. Netw. 32(4): 3092-3110 (2024) - [j38]Batool Salehi
$\text{Omni-CNN}$: A Modality-Agnostic Neural Network for mmWave Beam Selection. IEEE Trans. Veh. Technol. 73(6): 8169-8183 (2024) - [c109]Tareq Si Salem, Gözde Özcan, Iasonas Nikolaou, Evimaria Terzi, Stratis Ioannidis:
Online Submodular Maximization via Online Convex Optimization. AAAI 2024: 15038-15046 - [c108]Mauro Belgiovine, Joshua Groen, Miquel Sirera, Chinenye Tassie, Sage Trudeau, Stratis Ioannidis, Kaushik R. Chowdhury:
T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge. INFOCOM 2024: 1031-1040 - [c107]Yuanyuan Li, Lili Su, Carlee Joe-Wong, Edmund Yeh, Stratis Ioannidis:
Distributed Experimental Design Networks. INFOCOM 2024: 2368-2377 - [c106]Jerry Chee
Harm Mitigation in Recommender Systems under User Preference Dynamics. KDD 2024: 255-265 - [c105]Ariel Evnine
Achieving a Better Tradeoff in Multi-stage Recommender Systems through Personalization. KDD 2024: 4939-4950 - [c104]Richard Kumahia, Utku Demir, Suyash Pradhan, Batool Salehihikouei, Kaushik R. Chowdhury, Stratis Ioannidis:
DITTO: DIgital Twins for Testing and Optimizing Wireless Decisions. MetaCom 2024: 121-128 - [i62]Mauro Belgiovine, Joshua Groen, Miquel Sirera, Chinenye Tassie, Ayberk Yarkin Yildiz, Sage Trudeau, Stratis Ioannidis, Kaushik R. Chowdhury:
T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge. CoRR abs/2401.04837 (2024) - [i61]Yuanyuan Li, Lili Su, Carlee Joe-Wong, Edmund Yeh, Stratis Ioannidis:
Distributed Experimental Design Networks. CoRR abs/2401.04996 (2024) - [i60]Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su:
Empowering Federated Learning with Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics. CoRR abs/2404.10091 (2024) - [i59]Marie Siew, Haoran Zhang, Jong-Ik Park, Yuezhou Liu, Yichen Ruan, Lili Su, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong:
Fair Concurrent Training of Multiple Models in Federated Learning. CoRR abs/2404.13841 (2024) - [i58]Jerry Chee, Shankar Kalyanaraman, Sindhu Kiranmai Ernala, Udi Weinsberg, Sarah Dean, Stratis Ioannidis:
Harm Mitigation in Recommender Systems under User Preference Dynamics. CoRR abs/2406.09882 (2024) - [i57]Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su:
Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability. CoRR abs/2409.17446 (2024) - [i56]Zheng Zhan, Zhenglun Kong, Yifan Gong, Yushu Wu, Zichong Meng, Hangyu Zheng, Xuan Shen, Stratis Ioannidis, Wei Niu, Pu Zhao, Yanzhi Wang:
Exploring Token Pruning in Vision State Space Models. CoRR abs/2409.18962 (2024) - 2023
- [j37]Andrey Gritsenko
Graph transfer learning. Knowl. Inf. Syst. 65(4): 1627-1656 (2023) - [j36]Utku Demir, Suyash Pradhan, Richard Kumahia, Debashri Roy, Stratis Ioannidis, Kaushik R. Chowdhury:
Digital Twins for Maintaining QoS in Programmable Vehicular Networks. IEEE Netw. 37(4): 208-214 (2023) - [j35]Debashri Roy
Multi-Modality Sensing and Data Fusion for Multi-Vehicle Detection. IEEE Trans. Multim. 25: 2280-2295 (2023) - [j34]Tareq Si Salem
No-regret Caching via Online Mirror Descent. ACM Trans. Model. Perform. Evaluation Comput. Syst. 8(4): 11:1-11:32 (2023) - [j33]Yuanyuan Li
Experimental Design Networks: A Paradigm for Serving Heterogeneous Learners Under Networking Constraints. IEEE/ACM Trans. Netw. 31(5): 2236-2250 (2023) - [j32]Sara Garcia Sanchez
AirNN: Over-the-Air Computation for Neural Networks via Reconfigurable Intelligent Surfaces. IEEE/ACM Trans. Netw. 31(6): 2470-2482 (2023) - [c103]Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su:
Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications. CDC 2023: 6719-6724 - [c102]Kai Huang, Mehmet Güngör, Suranga Handagala, Stratis Ioannidis, Miriam Leeser:
Accelerating Garbled Circuits in the Open Cloud Testbed with Multiple Network-Attached FPGAs. HPEC 2023: 1-8 - [c101]Yuanyuan Li, Yuchao Zhang, Stratis Ioannidis, Jon Crowcroft:
Jointly Optimal Routing and Caching with Bounded Link Capacities. ICC 2023: 1130-1136 - [c100]Zifeng Wang, Zheng Zhan, Yifan Gong, Yucai Shao, Stratis Ioannidis, Yanzhi Wang, Jennifer G. Dy:
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning. ICML 2023: 36578-36592 - [c99]Tong Jian, Debashri Roy, Batool Salehi, Nasim Soltani, Kaushik R. Chowdhury
Communication-Aware DNN Pruning. INFOCOM 2023: 1-10 - [c98]Marie Siew
Poster Abstract: Fair Training of Multiple Federated Learning Models on Resource Constrained Network Devices. IPSN 2023: 330-331 - [c97]Yuezhou Liu
Cache-Enabled Federated Learning Systems. MobiHoc 2023: 1-11 - [c96]Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy:
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. NeurIPS 2023 - [c95]Gözde Özcan
Stochastic Submodular Maximization via Polynomial Estimators. PAKDD (2) 2023: 535-548 - [c94]Kimia Shayestehfard, Dana H. Brooks, Stratis Ioannidis:
AlignGraph: A Group of Generative Models for Graphs. SDM 2023: 271-279 - [c93]Derya Malak, Yuanyuan Li, Stratis Ioannidis, Edmund M. Yeh, Muriel Médard:
Joint Optimization of Storage and Transmission via Coding Traffic Flows for Content Distribution. WiOpt 2023: 310-317 - [c92]Xi Leslie Chen
Gateway Entities in Problematic Trajectories. WWW 2023: 2840-2851 - [i55]Kimia Shayestehfard, Dana H. Brooks, Stratis Ioannidis
AlignGraph: A Group of Generative Models for Graphs. CoRR abs/2301.11273 (2023) - [i54]Yuanyuan Li, Yuchao Zhang, Stratis Ioannidis
Jointly Optimal Routing and Caching with Bounded Link Capacities. CoRR abs/2302.02508 (2023) - [i53]Gözde Özcan, Stratis Ioannidis
Stochastic Submodular Maximization via Polynomial Estimators. CoRR abs/2303.09960 (2023) - [i52]Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis
Explanations of Black-Box Models based on Directional Feature Interactions. CoRR abs/2304.07670 (2023) - [i51]Zifeng Wang, Zheng Zhan, Yifan Gong, Yucai Shao, Stratis Ioannidis
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning. CoRR abs/2305.00380 (2023) - [i50]Batool Salehi, Utku Demir, Debashri Roy, Suyash Pradhan, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming. CoRR abs/2305.10350 (2023) - [i49]Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su:
Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications. CoRR abs/2306.00280 (2023) - [i48]Tareq Si Salem, Gözde Özcan, Iasonas Nikolaou, Evimaria Terzi, Stratis Ioannidis
Online Submodular Maximization via Online Convex Optimization. CoRR abs/2309.04339 (2023) - [i47]Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy:
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. CoRR abs/2311.00858 (2023) - 2022
- [j31]Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Kaushik R. Chowdhury
Generalized Wireless Adversarial Deep Learning. Comput. Networks 216: 109264 (2022) - [j30]Berkan Kadioglu
Sample complexity of rank regression using pairwise comparisons. Pattern Recognit. 130: 108688 (2022) - [j29]Ilkay Yildiz, Jennifer G. Dy
Spectral Ranking Regression. ACM Trans. Knowl. Discov. Data 16(6): 120:1-120:38 (2022) - [j28]Tong Jian
Radio Frequency Fingerprinting on the Edge. IEEE Trans. Mob. Comput. 21(11): 4078-4093 (2022) - [j27]Batool Salehi
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network. IEEE Trans. Veh. Technol. 71(7): 7639-7655 (2022) - [c91]Jason Milionis, Alkis Kalavasis, Dimitris A. Fotakis, Stratis Ioannidis:
Differentially Private Regression with Unbounded Covariates. AISTATS 2022: 3242-3273 - [c90]Sen Lin, Ming Shi, Anish Arora, Raef Bassily, Elisa Bertino, Constantine Caramanis, Kaushik R. Chowdhury
Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks. CIC 2022: 16-25 - [c89]Mehmet Güngör
Optimizing Designs Using Several Types of Memories on Modern FPGAs. HPEC 2022: 1-7 - [c88]Tong Jian, Zifeng Wang, Yanzhi Wang, Jennifer G. Dy, Stratis Ioannidis
Pruning Adversarially Robust Neural Networks without Adversarial Examples. ICDM 2022: 993-998 - [c87]Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy:
Explanations of Black-Box Models based on Directional Feature Interactions. ICLR 2022 - [c86]Yuezhou Liu, Yuanyuan Li, Lili Su, Edmund Yeh, Stratis Ioannidis
Experimental Design Networks: A Paradigm for Serving Heterogeneous Learners under Networking Constraints. INFOCOM 2022: 210-219 - [c85]Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, Jennifer G. Dy:
SparCL: Sparse Continual Learning on the Edge. NeurIPS 2022 - [c84]Yuanyuan Li, Tareq Si Salem
Online Caching Networks with Adversarial Guarantees. SIGMETRICS (Abstracts) 2022: 91-92 - [i46]Batool Salehi, Guillem Reus Muns, Debashri Roy, Zifeng Wang, Tong Jian, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network. CoRR abs/2201.04712 (2022) - [i45]Yuezhou Liu, Yuanyuan Li, Lili Su, Edmund Yeh, Stratis Ioannidis:
Experimental Design Networks: A Paradigm for Serving Heterogeneous Learners under Networking Constraints. CoRR abs/2201.04830 (2022) - [i44]Jason Milionis, Alkis Kalavasis, Dimitris Fotakis, Stratis Ioannidis:
Differentially Private Regression with Unbounded Covariates. CoRR abs/2202.11199 (2022) - [i43]Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis
SparCL: Sparse Continual Learning on the Edge. CoRR abs/2209.09476 (2022) - [i42]Tong Jian, Zifeng Wang, Yanzhi Wang, Jennifer G. Dy, Stratis Ioannidis
Pruning Adversarially Robust Neural Networks without Adversarial Examples. CoRR abs/2210.04311 (2022) - 2021
- [j26]Elza Erkip
JSAIT Editorial for the Special Issue on "Beyond Errors and Erasures: Coding for Data Management and Delivery in Networks". IEEE J. Sel. Areas Inf. Theory 2(4): 1075-1077 (2021) - [j25]Yuanyuan Li, Tareq Si Salem
Online Caching Networks with Adversarial Guarantees. Proc. ACM Meas. Anal. Comput. Syst. 5(3): 35:1-35:39 (2021) - [j24]Yuanyuan Li
Cache Networks of Counting Queues. IEEE/ACM Trans. Netw. 29(6): 2751-2764 (2021) - [j23]Francesco Restuccia
DeepFIR: Channel-Robust Physical-Layer Deep Learning Through Adaptive Waveform Filtering. IEEE Trans. Wirel. Commun. 20(12): 8054-8066 (2021) - [c83]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Deep Spectral Ranking. AISTATS 2021: 361-369 - [c82]Tareq Si Salem
No-Regret Caching via Online Mirror Descent. ICC 2021: 1-6 - [c81]Andrey Gritsenko, Yuan Guo, Kimia Shayestehfard, Armin Moharrer, Jennifer G. Dy, Stratis Ioannidis
Graph Transfer Learning. ICDM 2021: 141-150 - [c80]Khashayar Kamran, Armin Moharrer, Stratis Ioannidis
Rate Allocation and Content Placement in Cache Networks. INFOCOM 2021: 1-10 - [c79]Veysi Yildiz, Stratis Ioannidis
Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity. ISBI 2021: 353-357 - [c78]Guillem Reus Muns, Batool Salehi, Debashri Roy, Tong Jian, Zifeng Wang, Jennifer G. Dy, Stratis Ioannidis
Deep Learning on Visual and Location Data for V2I mmWave Beamforming. MSN 2021: 559-566 - [c77]Zifeng Wang, Tong Jian, Aria Masoomi, Stratis Ioannidis, Jennifer G. Dy:
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness. NeurIPS 2021: 586-597 - [c76]Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang
Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation. PETRA 2021: 33-36 - [c75]Veysi Yildiz, Jennifer G. Dy, J. Peter Campbell, Susan Ostmo, Michael F. Chiang
Structurally Guided Channel Attention Networks: SGCA-Net. PETRA 2021: 93-96 - [c74]Armin Moharrer
Robust Regression via Model Based Methods. ECML/PKDD (3) 2021: 200-216 - [c73]Gözde Özcan, Armin Moharrer, Stratis Ioannidis:
Submodular Maximization via Taylor Series Approximation. SDM 2021: 423-431 - [i41]Khashayar Kamran, Armin Moharrer, Stratis Ioannidis, Edmund Yeh:
Rate Allocation and Content Placement in Cache Networks. CoRR abs/2101.03441 (2021) - [i40]Gözde Özcan, Armin Moharrer, Stratis Ioannidis:
Submodular Maximization via Taylor Series Approximation. CoRR abs/2101.07423 (2021) - [i39]Tareq Si Salem, Giovanni Neglia, Stratis Ioannidis:
No-Regret Caching via Online Mirror Descent. CoRR abs/2101.12588 (2021) - [i38]Batool Salehi, Mauro Belgiovine, Sara Garcia Sanchez, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Machine Learning on Camera Images for Fast mmWave Beamforming. CoRR abs/2102.07337 (2021) - [i37]Berkan Kadioglu, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis:
On the Sample Complexity of Rank Regression from Pairwise Comparisons. CoRR abs/2105.01463 (2021) - [i36]Zifeng Wang, Tong Jian, Aria Masoomi, Stratis Ioannidis, Jennifer G. Dy:
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness. CoRR abs/2106.02734 (2021) - [i35]Armin Moharrer, Khashayar Kamran, Edmund Yeh, Stratis Ioannidis:
Robust Regression via Model Based Methods. CoRR abs/2106.10759 (2021) - 2020
- [j22]Nasim Soltani, Kunal Sankhe, Jennifer G. Dy, Stratis Ioannidis
More Is Better: Data Augmentation for Channel-Resilient RF Fingerprinting. IEEE Commun. Mag. 58(10): 66-72 (2020) - [j21]Tong Jian, Bruno Costa Rendon, Emmanuel Ojuba, Nasim Soltani, Zifeng Wang, Kunal Sankhe, Andrey Gritsenko, Jennifer G. Dy, Kaushik R. Chowdhury
Deep Learning for RF Fingerprinting: A Massive Experimental Study. IEEE Internet Things Mag. 3(1): 50-57 (2020) - [j20]Matthew D. Li
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digit. Medicine 3 (2020) - [j19]Yuezhou Liu, Yuanyuan Li, Qian Ma, Stratis Ioannidis
Fair caching networks. Perform. Evaluation 143: 102138 (2020) - [j18]Yuezhou Liu, Yuanyuan Li, Qian Ma, Stratis Ioannidis
Fair Caching Networks. SIGMETRICS Perform. Evaluation Rev. 48(3): 89-90 (2020) - [j17]Kunal Sankhe
No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments. IEEE Trans. Cogn. Commun. Netw. 6(1): 165-178 (2020) - [j16]Nicolas Gast, Stratis Ioannidis
Linear Regression from Strategic Data Sources. ACM Trans. Economics and Comput. 8(2): 10:1-10:24 (2020) - [j15]Milad Mahdian, Armin Moharrer
Kelly Cache Networks. IEEE/ACM Trans. Netw. 28(3): 1130-1143 (2020) - [j14]Armin Moharrer
Massively Distributed Graph Distances. IEEE Trans. Signal Inf. Process. over Networks 6: 667-683 (2020) - [j13]Nasim Soltani
RF Fingerprinting Unmanned Aerial Vehicles With Non-Standard Transmitter Waveforms. IEEE Trans. Veh. Technol. 69(12): 15518-15531 (2020) - [c72]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Fast and Accurate Ranking Regression. AISTATS 2020: 77-88 - [c71]Kai Huang, Mehmet Güngör, Stratis Ioannidis
Optimizing Use of Different Types of Memory for FPGAs in High Performance Computing. HPEC 2020: 1-7 - [c70]Zifeng Wang, Batool Salehi, Andrey Gritsenko, Kaushik R. Chowdhury
Open-World Class Discovery with Kernel Networks. ICDM 2020: 631-640 - [c69]Zifeng Wang, Tong Jian, Kaushik R. Chowdhury
Learn-Prune-Share for Lifelong Learning. ICDM 2020: 641-650 - [c68]Silviu Maniu
Bandits Under the Influence. ICDM 2020: 1172-1177 - [c67]Yuanyuan Li, Stratis Ioannidis
Universally Stable Cache Networks. INFOCOM 2020: 546-555 - [c66]Amani Al-Shawabka
Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting. INFOCOM 2020: 646-655 - [c65]Batool Salehi, Mauro Belgiovine, Sara Garcia Sanchez, Jennifer G. Dy, Stratis Ioannidis
Machine Learning on Camera Images for Fast mmWave Beamforming. MASS 2020: 338-346 - [c64]Tales Imbiriba, Diana Catalina Cumpanasoiu, James Heathers, Stratis Ioannidis
Biosensor prediction of aggression in youth with autism using kernel-based methods. PETRA 2020: 13:1-13:6 - [c63]Chieh Wu, Zulqarnain Khan, Stratis Ioannidis
Deep Kernel Learning for Clustering. SDM 2020: 640-648 - [c62]Francesco Restuccia, Salvatore D'Oro
Generalized wireless adversarial deep learning. WiseML@WiSec 2020: 49-54 - [i34]Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Kaushik R. Chowdhury, Stratis Ioannidis, Tommaso Melodia:
Hacking the Waveform: Generalized Wireless Adversarial Deep Learning. CoRR abs/2005.02270 (2020) - [i33]Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Stratis Ioannidis, Tommaso Melodia:
DeepFIR: Addressing the Wireless Channel Action in Physical-Layer Deep Learning. CoRR abs/2005.04226 (2020) - [i32]Silviu Maniu, Stratis Ioannidis, Bogdan Cautis:
Bandits Under The Influence (Extended Version). CoRR abs/2009.10135 (2020) - [i31]Zifeng Wang, Tong Jian, Kaushik R. Chowdhury, Yanzhi Wang, Jennifer G. Dy, Stratis Ioannidis:
Learn-Prune-Share for Lifelong Learning. CoRR abs/2012.06956 (2020) - [i30]Zifeng Wang, Batool Salehi, Andrey Gritsenko, Kaushik R. Chowdhury, Stratis Ioannidis, Jennifer G. Dy:
Open-World Class Discovery with Kernel Networks. CoRR abs/2012.06957 (2020)
2010 – 2019
- 2019
- [j12]José Bento
A family of tractable graph metrics. Appl. Netw. Sci. 4(1): 107:1-107:27 (2019) - [j11]Xin Fang
SIFO: Secure Computational Infrastructure Using FPGA Overlays. Int. J. Reconfigurable Comput. 2019: 1439763:1-1439763:18 (2019) - [j10]Armin Moharrer
Distributing Frank-Wolfe via map-reduce. Knowl. Inf. Syst. 60(2): 665-690 (2019) - [j9]Ilkay Yildiz, Peng Tian
Classification and comparison via neural networks. Neural Networks 118: 65-80 (2019) - [c61]Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Variational Inference from Ranked Samples with Features. ACML 2019: 599-614 - [c60]Andrey Gritsenko, Zifeng Wang, Tong Jian, Jennifer G. Dy, Kaushik R. Chowdhury
Finding a 'New' Needle in the Haystack: Unseen Radio Detection in Large Populations Using Deep Learning. DySPAN 2019: 1-10 - [c59]Nasim Soltani, Kunal Sankhe, Stratis Ioannidis
Spectrum Awareness at the Edge: Modulation Classification using Smartphones. DySPAN 2019: 1-10 - [c58]Tong Jian, Bruno Costa Rendon, Andrey Gritsenko, Jennifer G. Dy, Kaushik R. Chowdhury
MAC ID Spoofing-Resistant Radio Fingerprinting. GlobalSIP 2019: 1-5 - [c57]Kai Huang, Mehmet Güngör, Xin Fang, Stratis Ioannidis
Garbled Circuits in the Cloud using FPGA Enabled Nodes. HPEC 2019: 1-6 - [c56]Van Sy Mai, Stratis Ioannidis
Optimal Cache Allocation under Network-Wide Capacity Constraint. ICNC 2019: 816-820 - [c55]Milad Mahdian, Armin Moharrer, Stratis Ioannidis
Kelly Cache Networks. INFOCOM 2019: 217-225 - [c54]Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks. INFOCOM 2019: 370-378 - [c53]Peng Tian
A Severity Score for Retinopathy of Prematurity. KDD 2019: 1809-1819 - [c52]Mara Graziani
Improved interpretability for computer-aided severity assessment of retinopathy of prematurity. Computer-Aided Diagnosis 2019: 109501R - [c51]Kunal Sankhe, Kaushik R. Chowdhury
Impairment Shift Keying: Covert Signaling by Deep Learning of Controlled Radio Imperfections. MILCOM 2019: 598-603 - [c50]Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka
DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms. MobiHoc 2019: 51-60 - [c49]Miriam Leeser, Mehmet Güngör, Kai Huang, Stratis Ioannidis
Accelerating Large Garbled Circuits on an FPGA-enabled Cloud. H2RC@SC 2019: 19-25 - [c48]Yuan Guo
Accelerated Experimental Design for Pairwise Comparisons. SDM 2019: 432-440 - [i29]Milad Mahdian, Armin Moharrer, Stratis Ioannidis, Edmund Yeh:
Kelly Cache Networks. CoRR abs/1901.04092 (2019) - [i28]Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Accelerated Experimental Design for Pairwise Comparisons. CoRR abs/1901.06080 (2019) - [i27]Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Mauro Belgiovine, Luca Angioloni, Stratis Ioannidis, Kaushik R. Chowdhury, Tommaso Melodia:
DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms. CoRR abs/1904.07623 (2019) - [i26]Chieh Wu, Zulqarnain Khan, Yale Chang, Stratis Ioannidis, Jennifer G. Dy:
Deep Kernel Learning for Clustering. CoRR abs/1908.03515 (2019) - [i25]Chieh Wu, Stratis Ioannidis, Mario Sznaier, Xiangyu Li, David R. Kaeli, Jennifer G. Dy:
Iterative Spectral Method for Alternative Clustering. CoRR abs/1909.03441 (2019) - [i24]Xin Fang, Stratis Ioannidis, Miriam Leeser:
SIFO: Secure Computational Infrastructure using FPGA Overlays. CoRR abs/1912.01710 (2019) - 2018
- [j8]Shamnaz Riyaz, Kunal Sankhe, Stratis Ioannidis
Deep Learning Convolutional Neural Networks for Radio Identification. IEEE Commun. Mag. 56(9): 146-152 (2018) - [j7]Stratis Ioannidis
Jointly Optimal Routing and Caching for Arbitrary Network Topologies. IEEE J. Sel. Areas Commun. 36(6): 1258-1275 (2018) - [j6]Stratis Ioannidis
Adaptive Caching Networks With Optimality Guarantees. IEEE/ACM Trans. Netw. 26(2): 737-750 (2018) - [c47]Zhengyu Yang, Danlin Jia, Stratis Ioannidis
Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. IEEE CLOUD 2018: 277-284 - [c46]Chieh Wu, Stratis Ioannidis, Mario Sznaier, Xiangyu Li, David R. Kaeli, Jennifer G. Dy:
Iterative Spectral Method for Alternative Clustering. AISTATS 2018: 115-123 - [c45]Ozan Özdenizci, Catalina Cumpanasoiu, Carla Mazefsky, Matthew Siegel, Deniz Erdogmus, Stratis Ioannidis
Time-Series Prediction of Proximal Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Physiological Biosignals. EMBC 2018: 5745-5748 - [c44]Yuan Guo
Experimental Design under the Bradley-Terry Model. IJCAI 2018: 2198-2204 - [c43]Armin Moharrer, Stratis Ioannidis
Distributing Frank-Wolfe via Map-Reduce. IJCAI 2018: 5334-5338 - [c42]Matthew S. Goodwin, Ozan Özdenizci, Catalina Cumpanasoiu, Peng Tian
Predicting Imminent Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Preceding Physiological Signals. PervasiveHealth 2018: 201-207 - [c41]José Bento, Stratis Ioannidis
A Family of Tractable Graph Distances. SDM 2018: 333-341 - [i23]José Bento, Stratis Ioannidis:
A Family of Tractable Graph Distances. CoRR abs/1801.04301 (2018) - [i22]Zhengyu Yang, Danlin Jia, Stratis Ioannidis, Ningfang Mi, Bo Sheng:
Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. CoRR abs/1804.10563 (2018) - [i21]Ozan Özdenizci, Catalina Cumpanasoiu, Carla Mazefsky, Matthew Siegel, Deniz Erdogmus, Stratis Ioannidis, Matthew S. Goodwin:
Time-Series Prediction of Proximal Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Physiological Biosignals. CoRR abs/1809.09948 (2018) - [i20]Szu-Yeu Hu, Andrew Beers, Ken Chang, Kathi Höbel, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Jennifer G. Dy, Michael F. Chiang, Jayashree Kalpathy-Cramer, James M. Brown:
Deep feature transfer between localization and segmentation tasks. CoRR abs/1811.02539 (2018) - [i19]Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis, Kaushik R. Chowdhury:
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks. CoRR abs/1812.01124 (2018) - 2017
- [c40]Stratis Ioannidis
Jointly optimal routing and caching for arbitrary network topologies. ICN 2017: 77-87 - [c39]Xin Fang, Stratis Ioannidis, Miriam Leeser:
Secure Function Evaluation Using an FPGA Overlay Architecture. FPGA 2017: 257-266 - [c38]Armin Moharrer, Stratis Ioannidis
Distributing Frank-Wolfe via Map-Reduce. ICDM 2017: 317-326 - [c37]Danai Koutra, Abhilash Dighe, Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis
PNP: Fast Path Ensemble Method for Movie Design. KDD 2017: 1527-1536 - [i18]Stratis Ioannidis, Edmund Yeh:
Jointly Optimal Routing and Caching for Arbitrary Network Topologies. CoRR abs/1708.05999 (2017) - [i17]Stratis Ioannidis, Andrea Montanari:
Learning Combinations of Sigmoids Through Gradient Estimation. CoRR abs/1708.06678 (2017) - 2016
- [c36]Stratis Ioannidis
Adaptive Caching Networks with Optimality Guarantees. SIGMETRICS 2016: 113-124 - [i16]Stratis Ioannidis, Edmund Yeh:
Adaptive Caching Networks with Optimality Guarantees. CoRR abs/1604.03175 (2016) - [i15]Danai Koutra, Abhilash Dighe, Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Christos Faloutsos, Jean Bolot:
PNP: Fast Path Ensemble Method for Movie Design. CoRR abs/1611.02388 (2016) - 2015
- [j5]Ji Zhu, Stratis Ioannidis
Stable and scalable universal swarms. Distributed Comput. 28(6): 391-406 (2015) - [j4]Amin Karbasi, Stratis Ioannidis
From Small-World Networks to Comparison-Based Search. IEEE Trans. Inf. Theory 61(6): 3056-3074 (2015) - [c35]Rachel Cummings, Stratis Ioannidis, Katrina Ligett:
Truthful Linear Regression. COLT 2015: 448-483 - [c34]Kartik Nayak, Xiao Shaun Wang
GraphSC: Parallel Secure Computation Made Easy. IEEE Symposium on Security and Privacy 2015: 377-394 - [i14]Rachel Cummings, Stratis Ioannidis, Katrina Ligett:
Truthful Linear Regression. CoRR abs/1506.03489 (2015) - 2014
- [j3]Pranav Dandekar, Nadia Fawaz
Privacy Auctions for Recommender Systems. ACM Trans. Economics and Comput. 2(3): 12:1-12:22 (2014) - [c33]Yuekai Sun, Stratis Ioannidis, Andrea Montanari:
Learning Mixtures of Linear Classifiers. ICML 2014: 721-729 - [c32]Wei Lu, Stratis Ioannidis
Optimal recommendations under attraction, aversion, and social influence. KDD 2014: 811-820 - [c31]Thibaut Horel
Budget Feasible Mechanisms for Experimental Design. LATIN 2014: 719-730 - [c30]Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis
Recommending with an agenda: active learning of private attributes using matrix factorization. RecSys 2014: 65-72 - [c29]Stratis Ioannidis
Privacy tradeoffs in predictive analytics. SIGMETRICS 2014: 57-69 - [i13]Stratis Ioannidis, Andrea Montanari, Udi Weinsberg, Smriti Bhagat, Nadia Fawaz, Nina Taft:
Privacy Tradeoffs in Predictive Analytics. CoRR abs/1403.8084 (2014) - [i12]Amy Zhang
Guess Who Rated This Movie: Identifying Users Through Subspace Clustering. CoRR abs/1408.2055 (2014) - 2013
- [c28]Valeria Nikolaenko, Stratis Ioannidis
Privacy-preserving matrix factorization. CCS 2013: 801-812 - [c27]José Bento, Stratis Ioannidis
A Time and Space Efficient Algorithm for Contextual Linear Bandits. ECML/PKDD (1) 2013: 257-272 - [c26]Ji Zhu, Stratis Ioannidis
Stable and scalable universal swarms. PODC 2013: 260-269 - [c25]Ji Zhu, Stratis Ioannidis
Stable and scalable universal swarms. SIGMETRICS 2013: 369-370 - [c24]Valeria Nikolaenko, Udi Weinsberg, Stratis Ioannidis
Privacy-Preserving Ridge Regression on Hundreds of Millions of Records. IEEE Symposium on Security and Privacy 2013: 334-348 - [c23]Stratis Ioannidis
Linear Regression as a Non-cooperative Game. WINE 2013: 277-290 - [i11]Thibaut Horel, Stratis Ioannidis, S. Muthukrishnan:
Budget Feasible Mechanisms for Experimental Design. CoRR abs/1302.5724 (2013) - [i10]Stratis Ioannidis, Patrick Loiseau:
Linear Regression as a Non-Cooperative Game. CoRR abs/1309.7824 (2013) - [i9]Yuekai Sun, Stratis Ioannidis, Andrea Montanari:
Learning Mixtures of Linear Classifiers. CoRR abs/1311.2547 (2013) - [i8]Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Nina Taft:
Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization. CoRR abs/1311.6802 (2013) - [i7]Stratis Ioannidis, S. Muthukrishnan, Jinyun Yan:
A Consensus-Focused Group Recommender System. CoRR abs/1312.7076 (2013) - 2012
- [j2]Stratis Ioannidis
Distributed caching over heterogeneous mobile networks. Queueing Syst. Theory Appl. 72(3-4): 279-309 (2012) - [c22]Wenjie Jiang, Stratis Ioannidis
Orchestrating massively distributed CDNs. CoNEXT 2012: 133-144 - [c21]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Comparison-Based Learning with Rank Nets. ICML 2012 - [c20]Amin Karbasi, Stratis Ioannidis
Hot or not: Interactive content search using comparisons. ITA 2012: 291-297 - [c19]Udi Weinsberg, Smriti Bhagat, Stratis Ioannidis
BlurMe: inferring and obfuscating user gender based on ratings. RecSys 2012: 195-202 - [c18]Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari:
Guess Who Rated This Movie: Identifying Users Through Subspace Clustering. UAI 2012: 944-953 - [c17]Pranav Dandekar, Nadia Fawaz
Privacy Auctions for Recommender Systems. WINE 2012: 309-322 - [c16]José Bento, Stratis Ioannidis
Group recommendations via multi-armed bandits. WWW (Companion Volume) 2012: 463-464 - [i6]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Comparison-Based Learning with Rank Nets. CoRR abs/1206.4674 (2012) - [i5]José Bento, Stratis Ioannidis, S. Muthukrishnan, Jinyun Yan:
A Time and Space Efficient Algorithm for Contextual Linear Bandits. CoRR abs/1207.3024 (2012) - [i4]José Bento, Nadia Fawaz, Andrea Montanari, Stratis Ioannidis:
Identifying Users From Their Rating Patterns. CoRR abs/1207.6379 (2012) - [i3]Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari:
Guess Who Rated This Movie: Identifying Users Through Subspace Clustering. CoRR abs/1208.1544 (2012) - 2011
- [c15]Sibren Isaacman
Distributed collaborative filtering over social networks. Allerton 2011: 1136-1142 - [c14]Amin Karbasi, Stratis Ioannidis
Content Search through Comparisons. ICALP (2) 2011: 601-612 - [c13]Gjergji Zyba, Geoffrey M. Voelker, Stratis Ioannidis
Dissemination in opportunistic mobile ad-hoc networks: The power of the crowd. INFOCOM 2011: 1179-1187 - [c12]Sibren Isaacman
Distributed rating prediction in user generated content streams. RecSys 2011: 69-76 - [c11]Xia Zhou, Stratis Ioannidis, Laurent Massoulié:
On the stability and optimality of universal swarms. SIGMETRICS 2011: 341-352 - [i2]Amin Karbasi, Stratis Ioannidis, Laurent Massoulié:
Adaptive Content Search Through Comparisons. CoRR abs/1107.3059 (2011) - [i1]Pranav Dandekar, Nadia Fawaz, Stratis Ioannidis:
Privacy Auctions for Inner Product Disclosures. CoRR abs/1111.2885 (2011) - 2010
- [b1]Stratis Ioannidis:
Scalable and Reliable Searching in Unstructured Peer-to-peer Systems. University of Toronto, Canada, 2010 - [c10]Stratis Ioannidis
Surfing the Blogosphere: Optimal Personalized Strategies for Searching the Web. INFOCOM 2010: 2507-2515 - [c9]Vishal Misra, Stratis Ioannidis
Incentivizing peer-assisted services: a fluid shapley value approach. SIGMETRICS 2010: 215-226 - [c8]Stratis Ioannidis
Distributed caching over heterogeneous mobile networks. SIGMETRICS 2010: 311-322
2000 – 2009
- 2009
- [j1]Stratis Ioannidis, Augustin Chaintreau, Laurent Massoulié:
Distributing content updates over a mobile social network. ACM SIGMOBILE Mob. Comput. Commun. Rev. 13(1): 44-47 (2009) - [c7]Stratis Ioannidis
Absence of Evidence as Evidence of Absence: A Simple Mechanism for Scalable P2P Search. INFOCOM 2009: 576-584 - [c6]Stratis Ioannidis
Optimal and Scalable Distribution of Content Updates over a Mobile Social Network. INFOCOM 2009: 1422-1430 - [c5]Stratis Ioannidis
On the strength of weak ties in mobile social networks. SNS 2009: 19-25 - 2008
- [c4]Stratis Ioannidis, Peter Marbach:
On the design of hybrid peer-to-peer systems. SIGMETRICS 2008: 157-168 - 2006
- [c3]Stratis Ioannidis
A Brownian Motion Model for Last Encounter Routing. INFOCOM 2006 - 2005
- [c2]Stratis Ioannidis
Routing and Wavelength Assignment in Generalized WDM Tree Networks of Bounded Degree. Panhellenic Conference on Informatics 2005: 57-67 - [c1]Stratis Ioannidis
Towards an Understanding of EASE and Its Properties. WiOpt 2005: 267-276
Coauthor Index
J. Peter Campbell
aka: John Peter Campbell
aka: John Peter Campbell
Kaushik R. Chowdhury
aka: Kaushik Roy Chowdhury
aka: Kaushik Roy Chowdhury
[j39] [j37] [c100] [c96] [i52] [i51] [i50] [i47] [j30] [j29] [j28] [j27] [c88] [c87] [c85] [i46] [i43] [i42] [c83] [c81] [c79] [c78] [c77] [c76] [c75] [i38] [i37] [i36] [j22] [j21] [j13] [c72] [c70] [c69] [c66] [c65] [c63] [i31] [i30] [j9] [c61] [c60] [c58] [c53] [c51] [c48] [i28] [i26] [i25] [c46] [c44] [i20]
Edmund M. Yeh
aka: Edmund Yeh
aka: Edmund Yeh
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