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Publication search results
found 1,086 matches
- 2020
- Arpit Agarwal, Shivani Agarwal, Sanjeev Khanna, Prathamesh Patil:
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions. ICML 2020: 85-95 - Shali Jiang, Henry Chai, Javier González, Roman Garnett:
BINOCULARS for efficient, nonmyopic sequential experimental design. ICML 2020: 4794-4803 - Tonghan Wang, Heng Dong, Victor R. Lesser, Chongjie Zhang:
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles. ICML 2020: 9876-9886 - Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, Ashwin Maran, N. Variyam Vinodchandran:
Learning and Sampling of Atomic Interventions from Observations. ICML 2020: 842-853 - Kinjal Basu, Amol Ghoting, Rahul Mazumder, Yao Pan:
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications. ICML 2020: 704-714 - Jingyu Zhao, Feiqing Huang, Jia Lv, Yanjie Duan, Zhen Qin, Guodong Li, Guangjian Tian:
Do RNN and LSTM have Long Memory? ICML 2020: 11365-11375 - Alexander Tong, Jessie Huang, Guy Wolf, David van Dijk, Smita Krishnaswamy:
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics. ICML 2020: 9526-9536 - Tongzhou Wang, Phillip Isola:
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere. ICML 2020: 9929-9939 - Tong Yu, Branislav Kveton, Zheng Wen, Ruiyi Zhang, Ole J. Mengshoel:
Graphical Models Meet Bandits: A Variational Thompson Sampling Approach. ICML 2020: 10902-10912 - Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O'Reilly:
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks. ICML 2020: 6282-6293 - Jianfei Chen, Cheng Lu, Biqi Chenli, Jun Zhu, Tian Tian:
VFlow: More Expressive Generative Flows with Variational Data Augmentation. ICML 2020: 1660-1669 - Xiang Jiang, Qicheng Lao, Stan Matwin, Mohammad Havaei:
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation. ICML 2020: 4816-4827 - Amy Zhang, Clare Lyle, Shagun Sodhani, Angelos Filos, Marta Kwiatkowska, Joelle Pineau, Yarin Gal, Doina Precup:
Invariant Causal Prediction for Block MDPs. ICML 2020: 11214-11224 - Hussein Hazimeh, Natalia Ponomareva, Petros Mol, Zhenyu Tan, Rahul Mazumder:
The Tree Ensemble Layer: Differentiability meets Conditional Computation. ICML 2020: 4138-4148 - Amrita Roy Chowdhury, Theodoros Rekatsinas, Somesh Jha:
Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models. ICML 2020: 1939-1951 - Trevor Davis, Martin Schmid, Michael Bowling:
Low-Variance and Zero-Variance Baselines for Extensive-Form Games. ICML 2020: 2392-2401 - Zinan Lin, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh:
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs. ICML 2020: 6127-6139 - Chen Dan, Yuting Wei, Pradeep Ravikumar:
Sharp Statistical Guaratees for Adversarially Robust Gaussian Classification. ICML 2020: 2345-2355 - Lei Luo, Yanfu Zhang, Heng Huang:
Adversarial Nonnegative Matrix Factorization. ICML 2020: 6479-6488 - Aviv Rosenberg, Alon Cohen, Yishay Mansour, Haim Kaplan:
Near-optimal Regret Bounds for Stochastic Shortest Path. ICML 2020: 8210-8219 - Yu Cheng, Ilias Diakonikolas, Rong Ge, Mahdi Soltanolkotabi
:
High-dimensional Robust Mean Estimation via Gradient Descent. ICML 2020: 1768-1778 - Pingchuan Ma, Tao Du, Wojciech Matusik:
Efficient Continuous Pareto Exploration in Multi-Task Learning. ICML 2020: 6522-6531 - Sahil Singla, Soheil Feizi:
Second-Order Provable Defenses against Adversarial Attacks. ICML 2020: 8981-8991 - Pan Xu, Quanquan Gu:
A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation. ICML 2020: 10555-10565 - Rohit Agrawal, Thibaut Horel:
Optimal Bounds between f-Divergences and Integral Probability Metrics. ICML 2020: 115-124 - Han Zhao, Junjie Hu, Andrej Risteski:
On Learning Language-Invariant Representations for Universal Machine Translation. ICML 2020: 11352-11364 - Uri Alon, Roy Sadaka, Omer Levy, Eran Yahav:
Structural Language Models of Code. ICML 2020: 245-256 - Shuang Li, Lu Wang, Ruizhi Zhang, Xiaofu Chang, Xuqin Liu, Yao Xie, Yuan Qi, Le Song:
Temporal Logic Point Processes. ICML 2020: 5990-6000 - Xingjian Li
, Haoyi Xiong, Haozhe An, Cheng-Zhong Xu, Dejing Dou:
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr. ICML 2020: 6010-6019 - Bo Han, Gang Niu, Xingrui Yu, Quanming Yao, Miao Xu, Ivor W. Tsang
, Masashi Sugiyama:
SIGUA: Forgetting May Make Learning with Noisy Labels More Robust. ICML 2020: 4006-4016
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