Mihai Capota

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Factor Analysis

Correlation Matrix

Top Venues

Proc. VLDB Endow.

PLoS Comput. Biol.

Publications

Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Peiyu Zhang, Panagiotis Kyriakis, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
A structure-aware framework for learning device placements on computation graphs. CoRR (2024)
Nadav Schneider, Niranjan Hasabnis, Vy A. Vo, Tal Kadosh, Neva Krien, Mihai Capota, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen K. Ahmed, Yuval Pinter, Timothy Mattson, Gal Oren
MPIrigen: MPI Code Generation through Domain-Specific Language Models. CoRR (2024)
Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy Mattson, Gal Oren
Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks. CoRR (2023)
Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Heng Ping, Chenyu Zhou, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
Leveraging Reinforcement Learning and Large Language Models for Code Optimization. CoRR (2023)
Yao Xiao, Guixiang Ma, Nesreen K. Ahmed, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning. CoRR (2022)
Guixiang Ma, Yao Xiao, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan, Nesreen K. Ahmed
Learning Code Representations Using Multifractal-based Graph Networks. IEEE BigData (2021)
Alexandru Iosup, Ahmed Musaafir, Alexandru Uta, Arnau Prat-Pérez, Gábor Szárnyas, Hassan Chafi, Ilie Gabriel Tanase, Lifeng Nai, Michael J. Anderson, Mihai Capota, Narayanan Sundaram, Peter A. Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia
The LDBC Graphalytics Benchmark. CoRR (2020)
Javier Turek, Shailee Jain, Vy A. Vo, Mihai Capota, Alexander Huth, Theodore L. Willke
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network. ICML (2020)
Manoj Kumar, Cameron T. Ellis, Qihong Lu, Hejia Zhang, Mihai Capota, Theodore L. Willke, Peter J. Ramadge, Nicholas B. Turk-Browne, Kenneth A. Norman
BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis. PLoS Comput. Biol. 16 (1) (2020)
Javier S. Turek, Shailee Jain, Mihai Capota, Alexander G. Huth, Theodore L. Willke
A single-layer RNN can approximate stacked and bidirectional RNNs, and topologies in between. CoRR (2019)
Michael J. Anderson, Shaden Smith, Narayanan Sundaram, Mihai Capota, Zheguang Zhao, Subramanya Dulloor, Nadathur Satish, Theodore L. Willke
Bridging the Gap between HPC and Big Data frameworks. Proc. VLDB Endow. 10 (8) (2017)
Krzysztof J. Gorgolewski, Fidel Alfaro-Almagro, Tibor Auer, Pierre Bellec, Mihai Capota, M. Mallar Chakravarty, Nathan William Churchill, Alexander Li Cohen, R. Cameron Craddock, Gabriel A. Devenyi, Anders Eklund, Oscar Esteban, Guillaume Flandin, Satrajit S. Ghosh, J. Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana, David Raffelt, Christopher John Steele, Pierre-Olivier Quirion, Robert E. Smith, Stephen C. Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A. Poldrack
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. PLoS Comput. Biol. 13 (3) (2017)
Michael J. Anderson, Mihai Capota, Javier S. Turek, Xia Zhu, Theodore L. Willke, Yida Wang, Po-Hsuan Chen, Jeremy R. Manning, Peter J. Ramadge, Kenneth A. Norman
Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets. CoRR (2016)
Alexandru Iosup, Tim Hegeman, Wing Lung Ngai, Stijn Heldens, Arnau Prat-Pérez, Thomas Manhardt, Hassan Chafi, Mihai Capota, Narayanan Sundaram, Michael J. Anderson, Ilie Gabriel Tanase, Yinglong Xia, Lifeng Nai, Peter A. Boncz
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms. Proc. VLDB Endow. 9 (13) (2016)
Michael J. Anderson, Mihai Capota, Javier S. Turek, Xia Zhu, Theodore L. Willke, Yida Wang, Po-Hsuan Chen, Jeremy R. Manning, Peter J. Ramadge, Kenneth A. Norman
Enabling factor analysis on thousand-subject neuroimaging datasets. IEEE BigData (2016)
Yida Wang, Bryn Keller, Mihai Capota, Michael J. Anderson, Narayanan Sundaram, Jonathan D. Cohen, Kai Li, Nicholas B. Turk-Browne, Theodore L. Willke
Real-time full correlation matrix analysis of fMRI data. IEEE BigData (2016)
Mihai Capota, Tim Hegeman, Alexandru Iosup, Arnau Prat-Pérez, Orri Erling, Peter A. Boncz
Graphalytics: A Big Data Benchmark for Graph-Processing Platforms. GRADES@SIGMOD/PODS (2015)
Mihai Capota, Johan A. Pouwelse, Dick H. J. Epema
Decentralized credit mining in P2P systems. Networking (2015)
Bogdan Ghit, Mihai Capota, Tim Hegeman, Jan Hidders, Dick H. J. Epema, Alexandru Iosup
V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows. CCGRID (2014)
Mihai Capota, Johan A. Pouwelse, Dick H. J. Epema
Towards a Peer-to-Peer Bandwidth Marketplace. ICDCN (2014)
Alexandru Iosup, Mihai Capota, Tim Hegeman, Yong Guo, Wing Lung Ngai, Ana Lucia Varbanescu, Merijn Verstraaten
Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics. WBDB (2014)
Riccardo Petrocco, Mihai Capota, Johan A. Pouwelse, Dick H. J. Epema
Hiding user content interest while preserving P2P performance. SAC (2014)
Niels Zeilemaker, Mihai Capota, Johan A. Pouwelse
Open2Edit: A peer-to-peer platform for collaboration. Networking (2013)
Tim Hegeman, Bogdan Ghit, Mihai Capota, Jan Hidders, Dick H. J. Epema, Alexandru Iosup
The BTWorld use case for big data analytics: Description, MapReduce logical workflow, and empirical evaluation. IEEE BigData (2013)
Mihai Capota, Nazareno Andrade, Johan A. Pouwelse, Dick H. J. Epema
Investment Strategies for Credit-Based P2P Communities. PDP (2013)
Tamás Vinkó, Flavio Santos, Nazareno Andrade, Mihai Capota
On swarm-level resource allocation in BitTorrent communities. Optim. Lett. 7 (5) (2013)
Mihai Capota, Nazareno Andrade, Tamás Vinkó, Flavio Roberto Santos, Johan A. Pouwelse, Dick H. J. Epema
Inter-swarm resource allocation in BitTorrent communities. Peer-to-Peer Computing (2011)
Niels Zeilemaker, Mihai Capota, Arno Bakker, Johan A. Pouwelse
Tribler: Search and stream. Peer-to-Peer Computing (2011)
Niels Zeilemaker, Mihai Capota, Arno Bakker, Johan A. Pouwelse
Tribler: P2P media search and sharing. ACM Multimedia (2011)
Michel Meulpolder, Lucia D'Acunto, Mihai Capota, Maciej Wojciechowski, Johan A. Pouwelse, Dick H. J. Epema, Henk J. Sips
Public and private BitTorrent communities: a measurement study. IPTPS (2010)
Maciej Wojciechowski, Mihai Capota, Johan A. Pouwelse, Alexandru Iosup
BTWorld: towards observing the global BitTorrent file-sharing network. HPDC (2010)