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Roxana Istrate
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2020 – today
- 2021
- [j3]Florian Scheidegger
, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. 37(6): 1593-1610 (2021) - 2020
- [j2]Panagiotis E. Hadjidoukas, Andrea Bartezzaghi
torcpy: Supporting task parallelism in Python. SoftwareX 12: 100517 (2020)
2010 – 2019
- 2019
- [c6]Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi
TAPAS: Train-Less Accuracy Predictor for Architecture Search. AAAI 2019: 3927-3934 - [i5]Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir R. Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati:
NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR abs/1901.06261 (2019) - 2018
- [j1]Andrei Poenaru, Roxana Istrate, Florin Pop
AFT: Adaptive and fault tolerant peer-to-peer overlay - A user-centric solution for data sharing. Future Gener. Comput. Syst. 80: 583-595 (2018) - [i4]Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR abs/1803.09588 (2018) - [i3]Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi:
BAGAN: Data Augmentation with Balancing GAN. CoRR abs/1803.09655 (2018) - [i2]Roxana Istrate, Adelmo Cristiano Innocenza Malossi, Costas Bekas, Dimitrios S. Nikolopoulos:
Incremental Training of Deep Convolutional Neural Networks. CoRR abs/1803.10232 (2018) - [i1]Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi:
TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR abs/1806.00250 (2018) - 2017
- [c5]Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos:
Incremental Training of Deep Convolutional Neural Networks. AutoML@PKDD/ECML 2017: 41-48 - [c4]Roxana Istrate, Panagiotis Kl. Barkoutsos, Michele Dolfi
Exploring Graph Analytics with the PCJ Toolbox. PPAM (2) 2017: 308-317 - 2016
- [c3]Roxana Istrate, Andrei Poenaru, Florin Pop:
Advance Reservation System for Datacenters. AINA 2016: 637-644 - [c2]Peter W. J. Staar, Panagiotis Kl. Barkoutsos, Roxana Istrate, A. Cristiano I. Malossi
Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance. IPDPS 2016: 812-821 - 2015
- [c1]Catalin-Constantin Usurelu, Mihaela-Catalina Nita, Roxana Istrate, Florin Pop, Nicolae Tapus
Spider Mesh Overlay for Task Load Balancing in Cloud Computing. ICCP 2015: 433-440
Coauthor Index
aka: Adelmo Cristiano Innocenza Malossi
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