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2020 – today
- 2021
- [j21]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
- [j20]Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger
, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
:
torcpy: Supporting task parallelism in Python. SoftwareX 12: 100517 (2020) - [c27]Costas Bekas:
Cognitive Discovery: Accelerating Technical R&D with AI. HPDC 2020: 1
2010 – 2019
- 2019
- [c26]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 - [c25]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: 6054-6064 - [i17]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) - [i16]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 abs/1907.08400 (2019) - [i15]Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR abs/1909.10818 (2019) - [i14]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 abs/1910.08036 (2019) - 2018
- [j19]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: 136-153 (2018) - [c24]Peter W. J. Staar, Michele Dolfi
, Christoph Auer, Costas Bekas:
Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale. KDD 2018: 774-782 - [i13]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) - [i12]Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi:
BAGAN: Data Augmentation with Balancing GAN. CoRR abs/1803.09655 (2018) - [i11]Roxana Istrate, Adelmo Cristiano Innocenza Malossi, Costas Bekas, Dimitrios S. Nikolopoulos:
Incremental Training of Deep Convolutional Neural Networks. CoRR abs/1803.10232 (2018) - [i10]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 abs/1805.09687 (2018) - [i9]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) - [i8]Peter W. J. Staar, Michele Dolfi, Christoph Auer, Costas Bekas:
Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale. CoRR abs/1806.02284 (2018) - [i7]Philippe Schwaller, Teodoro Laino, Théophile Gaudin, Peter Bolgar, Costas Bekas, Alpha A. Lee:
Molecular Transformer for Chemical Reaction Prediction and Uncertainty Estimation. CoRR abs/1811.02633 (2018) - [i6]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) - 2017
- [c23]Florian Scheidegger
, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi
, Constantine Bekas, Luca Benini
:
Impact of temporal subsampling on accuracy and performance in practical video classification. EUSIPCO 2017: 996-1000 - [c22]Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani:
Extracting Information from Molecular Pathway Diagrams. GREC 2017: 99-114 - [c21]Waleed Farrukh, Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Guillaume Jaume, Costas Bekas, Orçun Göksel, Maria Gabrani:
Interpreting Data from Scanned Tables. GREC@ICDAR 2017: 5-6 - [c20]Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani:
Extracting Interactions from Molecular Pathways. GREC@ICDAR 2017: 11-12 - [c19]Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos:
Incremental Training of Deep Convolutional Neural Networks. AutoML@PKDD/ECML 2017: 41-48 - [c18]Roxana Istrate, Panagiotis Kl. Barkoutsos, Michele Dolfi
, Peter W. J. Staar, Costas Bekas:
Exploring Graph Analytics with the PCJ Toolbox. PPAM (2) 2017: 308-317 - [i5]Manuel Le Gallo, Abu Sebastian, Roland Mathis, Matteo Manica, Tomas Tuma, Costas Bekas, Alessandro Curioni, Evangelos Eleftheriou:
Mixed-Precision Memcomputing. CoRR abs/1701.04279 (2017) - [i4]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 abs/1711.04810 (2017) - 2016
- [j18]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: 72-82 (2016) - [c17]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: 103-116 - [c16]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: 608-617 - [c15]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: 812-821 - [c14]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: 46-56 - [c13]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: 180-187 - [c12]A. Pozdneev, Valéry Weber, Teodoro Laino, Constantine Bekas, Alessandro Curioni:
Enhanced MPSM3 for applications to quantum biological simulations. SC 2016: 96-106 - [c11]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: 228-234 - [i3]Costas Bekas:
Unlocking the Secrets of the Dynamics of Earth's Interior. ERCIM News 2016(104) (2016) - 2015
- [j17]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: 24-40 (2015) - [c10]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: 401-406 - [c9]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: 5:1-5:12 - [i2]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 abs/1503.06974 (2015) - 2014
- [j16]Costas Bekas, Ananth Grama, Yousef Saad
, Olaf Schenk
:
Parallel matrix algorithms. Parallel Comput. 40(7): 159-160 (2014) - [c8]A. Cristiano I. Malossi
, Yves Ineichen, Constantine Bekas, Alessandro Curioni, Enrique S. Quintana-Ortí
:
Performance and Energy-Aware Characterization of the Sparse Matrix-Vector Multiplication on Multithreaded Architectures. ICPP Workshops 2014: 139-148 - [c7]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: 735-744 - [i1]Pavel Klavík, A. Cristiano I. Malossi, Constantine Bekas, Alessandro Curioni:
Changing Computing Paradigms Towards Power Efficiency. CoRR abs/1405.4644 (2014) - 2013
- [j15]Sadaf R. Alam, Constantine Bekas, Hans Boettiger, Alessandro Curioni, Gilles Fourestey, Willi Homberg, Michael Knobloch
, Teodoro Laino, Thilo Maurer, Bernd Mohr
, Dirk Pleiter, Arwed Schiller, Thomas C. Schulthess, Valéry Weber:
Early experiences with scientific applications on the IBM Blue Gene/Q supercomputer. IBM J. Res. Dev. 57(1/2): 14 (2013) - [j14]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): 185-192 (2013) - [j13]Vassilis Kalantzis, Constantine Bekas, Alessandro Curioni, Efstratios Gallopoulos:
Accelerating data uncertainty quantification by solving linear systems with multiple right-hand sides. Numer. Algorithms 62(4): 637-653 (2013) - [c6]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: 3:1-3:13 - 2012
- [j12]Constantine Bekas, Alessandro Curioni, Irina Fedulova
:
Low-cost data uncertainty quantification. Concurr. Comput. Pract. Exp. 24(8): 908-920 (2012) - [c5]Thomas Ludwig, Costas Bekas, Alice Koniges
, Kengo Nakajima:
Topic 15: High Performance and Scientific Applications. Euro-Par 2012: 779-780 - 2010
- [j11]Constantine Bekas, Alessandro Curioni, Peter Arbenz, Cyril Flaig, G. Harry van Lenthe, Ralph Müller
, A. J. Wirth:
Extreme scalability challenges in micro-finite element simulations of human bone. Concurr. Comput. Pract. Exp. 22(16): 2282-2296 (2010) - [j10]Constantine Bekas, Alessandro Curioni:
Very large scale wavefunction orthogonalization in Density Functional Theory electronic structure calculations. Comput. Phys. Commun. 181(6): 1057-1068 (2010) - [j9]Constantine Bekas, Alessandro Curioni:
A new energy aware performance metric. Comput. Sci. Res. Dev. 25(3-4): 187-195 (2010) - [j8]Constantine Bekas, Pasqua D'Ambra
, Ananth Grama, Yousef Saad
, Petko Yanev:
Special issue on Parallel Matrix Algorithms and Applications. Parallel Comput. 36(5-6): 213-214 (2010)
2000 – 2009
- 2009
- [c4]Constantine Bekas, Alessandro Curioni, Irina Fedulova
:
Low cost high performance uncertainty quantification. SC-WHPCF 2009 - 2008
- [j7]Constantine Bekas, Alessandro Curioni, Wanda Andreoni:
Atomic wavefunction initialization in ab initio. Parallel Comput. 34(6-8): 441-450 (2008) - [j6]Constantine Bekas, Effrosini Kokiopoulou, Yousef Saad
:
Computation of Large Invariant Subspaces Using Polynomial Filtered Lanczos Iterations with Applications in Density Functional Theory. SIAM J. Matrix Anal. Appl. 30(1): 397-418 (2008) - 2006
- [c3]Constantine Bekas, Alessandro Curioni, Wanda Andreoni:
New Scalability Frontiers in Ab Initio Electronic Structure Calculations Using the BG/L Supercomputer. PARA 2006: 1026-1035 - 2005
- [j5]Constantine Bekas, Yousef Saad
, Murilo L. Tiago, James R. Chelikowsky:
Computing charge densities with partially reorthogonalized Lanczos. Comput. Phys. Commun. 171(3): 175-186 (2005) - [j4]Constantine Bekas, Effrosini Kokiopoulou, Efstratios Gallopoulos:
The design of a distributed MATLAB-based environment for computing pseudospectra. Future Gener. Comput. Syst. 21(6): 930-941 (2005) - [j3]Constantine Bekas, Yousef Saad
:
Computation of Smallest Eigenvalues using Spectral Schur Complements. SIAM J. Sci. Comput. 27(2): 458-481 (2005) - 2002
- [j2]Constantine Bekas, Efstratios Gallopoulos:
Parallel computation of pseudospectra by fast descent. Parallel Comput. 28(2): 223-242 (2002) - [c2]Constantine Bekas, Effrosini Kokiopoulou, Efstratios Gallopoulos
, Valeria Simoncini:
Parallel Computation of Pseudospectra Using Transfer Functions on a MATLAB-MPI Cluster Platform. PVM/MPI 2002: 199-207 - 2001
- [j1]Constantine Bekas, Efstratios Gallopoulos
:
Cobra: Parallel path following for computing the matrix pseudospectrum. Parallel Comput. 27(14): 1879-1896 (2001) - [c1]Constantine Bekas, Effrosini Kokiopoulou, Ioannis Koutis, Efstratios Gallopoulos:
Towards the effective parallel computation of matrix pseudospectra. ICS 2001: 260-269
Coauthor Index
aka: Adelmo Cristiano Innocenza Malossi
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