Roxana Istrate

According to our database, Roxana Istrate authored at least 11 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy.

Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi

Vis. Comput., 2021

2020

torcpy: Supporting task parallelism in Python.

Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi

SoftwareX, 2020

2019

NeuNetS: An Automated Synthesis Engine for Neural Network Design.

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

CoRR, 2019

TAPAS: Train-Less Accuracy Predictor for Architecture Search.

Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

AFT: Adaptive and fault tolerant peer-to-peer overlay - A user-centric solution for data sharing.

Andrei Poenaru, Roxana Istrate, Florin Pop

Future Gener. Comput. Syst., 2018

BAGAN: Data Augmentation with Balancing GAN.

Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi

CoRR, 2018

2017

Exploring Graph Analytics with the PCJ Toolbox.

Roxana Istrate, Panagiotis Kl. Barkoutsos, Michele Dolfi, Peter W. J. Staar, Costas Bekas

Proceedings of the Parallel Processing and Applied Mathematics, 2017

Incremental Training of Deep Convolutional Neural Networks.

Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos

Proceedings of the International Workshop on Automatic Selection, 2017

2016

Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance.

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

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Advance Reservation System for Datacenters.

Roxana Istrate, Andrei Poenaru, Florin Pop

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

2015

Spider Mesh Overlay for Task Load Balancing in Cloud Computing.

Catalin-Constantin Usurelu, Mihaela-Catalina Nita, Roxana Istrate, Florin Pop, Nicolae Tapus

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015