Roxana Istrate

14 papers A* 1A 1B 2Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2020	J	`jnl`	torcpy: Supporting task parallelism in Python. SoftwareX Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
2019	J	`jnl`	NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR 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
2019	A*	`conf`	TAPAS: Train-Less Accuracy Predictor for Architecture Search. AAAI Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi
2018	J	`jnl`	AFT: Adaptive and fault tolerant peer-to-peer overlay - A user-centric solution for data sharing. Future Gener. Comput. Syst. Andrei Poenaru, Roxana Istrate, Florin Pop
2018	J	`jnl`	BAGAN: Data Augmentation with Balancing GAN. CoRR Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
2018	J	`jnl`	Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2018	J	`jnl`	Incremental Training of Deep Convolutional Neural Networks. CoRR Roxana Istrate, Adelmo Cristiano Innocenza Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
2018	J	`jnl`	TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi
2017	—	`conf`	Exploring Graph Analytics with the PCJ Toolbox. PPAM (2) Roxana Istrate, Panagiotis Kl. Barkoutsos, Michele Dolfi, Peter W. J. Staar, Costas Bekas
2017	—	`conf`	Incremental Training of Deep Convolutional Neural Networks. AutoML@PKDD/ECML Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
2016	B	`conf`	Advance Reservation System for Datacenters. AINA Roxana Istrate, Andrei Poenaru, Florin Pop
2016	A	`conf`	Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance. IPDPS Peter W. J. Staar, Panagiotis Kl. Barkoutsos, Roxana Istrate, A. Cristiano I. Malossi, Ivano Tavernelli, Nikolaj Moll, Heiner Giefers, Christoph Hagleitner, Costas Bekas, Alessandro Curioni
2015	B	`conf`	Spider Mesh Overlay for Task Load Balancing in Cloud Computing. ICCP Catalin-Constantin Usurelu, Mihaela-Catalina Nita, Roxana Istrate, Florin Pop, Nicolae Tapus