Costas Bekas

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 37

Top Topics

Organic Chemistry

Learning Platform

Matrix Multiplication

Top Venues

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)
Costas Bekas
Cognitive Discovery: Accelerating Technical R&D with AI. HPDC (2020)
Matteo Manica, Christoph Auer, Valéry Weber, Federico Zipoli, Michele Dolfi, Peter W. J. Staar, Teodoro Laino, Costas Bekas, Akihiro Fujita, Hiroki Toda, Shuichi Hirose, Yasumitsu Orii
An Information Extraction and Knowledge Graph Platform for Accelerating Biochemical Discoveries. CoRR (2019)
Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR (2019)
Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration. NeurIPS (2019)
Philippe Schwaller, Riccardo Petraglia, Valerio Zullo, Vishnu H. Nair, Rico Andreas Haeuselmann, Riccardo Pisoni, Costas Bekas, Anna Iuliano, Teodoro Laino
Predicting retrosynthetic pathways using a combined linguistic model and hyper-graph exploration strategy. CoRR (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)
Vassilis Kalantzis, A. Cristiano I. Malossi, Costas Bekas, Alessandro Curioni, Efstratios Gallopoulos, Yousef Saad
A scalable iterative dense linear system solver for multiple right-hand sides in data analytics. Parallel Comput. 74 (2018)
Philippe Schwaller, Teodoro Laino, Théophile Gaudin, Peter Bolgar, Costas Bekas, Alpha A. Lee
Molecular Transformer for Chemical Reaction Prediction and Uncertainty Estimation. CoRR (2018)
Roxana Istrate, Adelmo Cristiano Innocenza Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
Incremental Training of Deep Convolutional Neural Networks. CoRR (2018)
Peter W. J. Staar, Michele Dolfi, Christoph Auer, Costas Bekas
Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale. KDD (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)
Peter W. J. Staar, Michele Dolfi, Christoph Auer, Costas Bekas
Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale. CoRR (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)
Michele Dolfi, Christoph Auer, Peter W. J. Staar, Costas Bekas
Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale. ERCIM News 2018 (114) (2018)
Peter W. J. Staar, Michele Dolfi, Christoph Auer, Costas Bekas
Corpus Conversion Service: A machine learning platform to ingest documents at scale [Poster abstract]. CoRR (2018)
Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani
Extracting Interactions from Molecular Pathways. GREC@ICDAR (2017)
Manuel Le Gallo, Abu Sebastian, Roland Mathis, Matteo Manica, Tomas Tuma, Costas Bekas, Alessandro Curioni, Evangelos Eleftheriou
Mixed-Precision Memcomputing. CoRR (2017)
Waleed Farrukh, Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Guillaume Jaume, Costas Bekas, Orçun Göksel, Maria Gabrani
Interpreting Data from Scanned Tables. GREC@ICDAR (2017)
Roxana Istrate, Panagiotis Kl. Barkoutsos, Michele Dolfi, Peter W. J. Staar, Costas Bekas
Exploring Graph Analytics with the PCJ Toolbox. PPAM (2) (2017)
Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani
Extracting Information from Molecular Pathway Diagrams. GREC (2017)
Philippe Schwaller, Théophile Gaudin, David Lanyi, Costas Bekas, Teodoro Laino
"Found in Translation": Predicting Outcomes of Complex Organic Chemistry Reactions using Neural Sequence-to-Sequence Models. CoRR (2017)
Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
Incremental Training of Deep Convolutional Neural Networks. AutoML@PKDD/ECML (2017)
Valéry Weber, A. Cristiano I. Malossi, Ivano Tavernelli, Teodoro Laino, Costas Bekas, Manish Modani, Nina Wilner, Tom Heller, Alessandro Curioni
First Experiences with ab initio Molecular Dynamics on OpenPOWER: The Case of CPMD. ISC Workshops (2016)
Heiner Giefers, Peter W. J. Staar, Costas Bekas, Christoph Hagleitner
Analyzing the energy-efficiency of sparse matrix multiplication on heterogeneous systems: A comparative study of GPU, Xeon Phi and FPGA. ISPASS (2016)
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)
Giorgis Georgakoudis, Charles Gillan, Ahmad Hassan, Umar Ibrahim Minhas, Ivor T. A. Spence, George Tzenakis, Hans Vandierendonck, Roger F. Woods, Dimitrios S. Nikolopoulos, Murali Shyamsundar, Paul Barber, Matthew Russell, Angelos Bilas, Stelios Kaloutsakis, Heiner Giefers, Peter W. J. Staar, Costas Bekas, Neil Horlock, Richard Faloon, Colin Pattison
NanoStreams: Codesigned microservers for edge analytics in real time. SAMOS (2016)
Costas Bekas
Unlocking the Secrets of the Dynamics of Earth's Interior. ERCIM News 2016 (104) (2016)
Christoph M. Angerer, Raphael Polig, D. Zegarac, Heiner Giefers, Christoph Hagleitner, Costas Bekas, Alessandro Curioni
A fast, hybrid, power-efficient high-precision solver for large linear systems based on low-precision hardware. Sustain. Comput. Informatics Syst. 12 (2016)
Stefan Eilemann, Fabien Delalondre, Jon Bernard, Judit Planas, Felix Schürmann, John Biddiscombe, Costas Bekas, Alessandro Curioni, Bernard Metzler, Peter Kaltstein, Peter Morjan, Joachim Fenkes, Ralph Bellofatto, Lars Schneidenbach, T. J. Christopher Ward, Blake G. Fitch
Key/Value-Enabled Flash Memory for Complex Scientific Workflows with On-Line Analysis and Visualization. IPDPS (2016)
Sandra Catalán, A. Cristiano I. Malossi, Costas Bekas, Enrique S. Quintana-Ortí
The Impact of Voltage-Frequency Scaling for the Matrix-Vector Product on the IBM POWER8. Euro-Par (2016)
Erika Ábrahám, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana, Achim Streit
Preparing HPC Applications for Exascale: Challenges and Recommendations. CoRR (2015)
A. Cristiano I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S. Quintana-Ortí
Systematic derivation of time and power models for linear algebra kernels on multicore architectures. Sustain. Comput. Informatics Syst. 7 (2015)
Johann Rudi, A. Cristiano I. Malossi, Tobin Isaac, Georg Stadler, Michael Gurnis, Peter W. J. Staar, Yves Ineichen, Costas Bekas, Alessandro Curioni, Omar Ghattas
An extreme-scale implicit solver for complex PDEs: highly heterogeneous flow in earth's mantle. SC (2015)
Erika Ábrahám, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana, Achim Streit
Preparing HPC Applications for Exascale: Challenges and Recommendations. NBiS (2015)
Costas Bekas, Ananth Grama, Yousef Saad, Olaf Schenk
Parallel matrix algorithms. Parallel Comput. 40 (7) (2014)
Valéry Weber, Costas Bekas, Teodoro Laino, Alessandro Curioni, Adam Bertsch, Scott Futral
Shedding Light on Lithium/Air Batteries Using Millions of Threads on the BG/Q Supercomputer. IPDPS (2014)
Diego Rossinelli, Babak Hejazialhosseini, Panagiotis E. Hadjidoukas, Costas Bekas, Alessandro Curioni, Adam Bertsch, Scott Futral, Steffen J. Schmidt, Nikolaus A. Adams, Petros Koumoutsakos
11 PFLOP/s simulations of cloud cavitation collapse. SC (2013)
Yves Ineichen, Andreas Adelmann, Costas Bekas, Alessandro Curioni, Peter Arbenz
A fast and scalable low dimensional solver for charged particle dynamics in large particle accelerators. Comput. Sci. Res. Dev. 28 (2-3) (2013)
Thomas Ludwig, Costas Bekas, Alice Koniges, Kengo Nakajima
Topic 15: High Performance and Scientific Applications. Euro-Par (2012)