Roxana Istrate

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 13

Top Topics

Positive Semi Definite

Top Venues

AutoML@PKDD/ECML

Future Gener. Comput. Syst.

Publications

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) (2021)
Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
torcpy: Supporting task parallelism in Python. SoftwareX 12 (2020)
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)
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 (2019)
Roxana Istrate, Adelmo Cristiano Innocenza Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
Incremental Training of Deep Convolutional Neural Networks. CoRR (2018)
Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
BAGAN: Data Augmentation with Balancing GAN. CoRR (2018)
Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi
TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR (2018)
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 (2018)
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 (2018)
Roxana Istrate, Panagiotis Kl. Barkoutsos, Michele Dolfi, Peter W. J. Staar, Costas Bekas
Exploring Graph Analytics with the PCJ Toolbox. PPAM (2) (2017)
Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
Incremental Training of Deep Convolutional Neural Networks. AutoML@PKDD/ECML (2017)
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
Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance. IPDPS (2016)
Roxana Istrate, Andrei Poenaru, Florin Pop
Advance Reservation System for Datacenters. AINA (2016)
Catalin-Constantin Usurelu, Mihaela-Catalina Nita, Roxana Istrate, Florin Pop, Nicolae Tapus
Spider Mesh Overlay for Task Load Balancing in Cloud Computing. ICCP (2015)