Petros Drineas
Orcid: 0000-0003-1994-8670Affiliations:
- Purdue University, West Lafayette, IN, USA
- Rensselaer Polytechnic Institute, France (former)
According to our database1,
Petros Drineas
authored at least 121 papers
between 1999 and 2024.
Collaborative distances:
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Bibliography
2024
2023
Multiomic approach and Mendelian randomization analysis identify causal associations between blood biomarkers and subcortical brain structure volumes.
NeuroImage, December, 2023
BMC Bioinform., December, 2023
Proceedings of the High Performance Computing - 38th International Conference, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 50th International Colloquium on Automata, Languages, and Programming, 2023
2022
J. Mach. Learn. Res., 2022
A Fast, Provably Accurate Approximation Algorithm for Sparse Principal Component Analysis Reveals Human Genetic Variation Across the World.
Proceedings of the Research in Computational Molecular Biology, 2022
Proceedings of the International Conference on Machine Learning, 2022
2020
Randomized Linear Algebra Approaches to Estimate the von Neumann Entropy of Density Matrices.
IEEE Trans. Inf. Theory, 2020
Proceedings of the Research in Computational Molecular Biology, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 61st IEEE Annual Symposium on Foundations of Computer Science, 2020
2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019
SIAM J. Matrix Anal. Appl., 2019
J. Comput. Sci., 2019
TeraPCA: a fast and scalable software package to study genetic variation in tera-scale genotypes.
Bioinform., 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
2018
Structural Convergence Results for Approximation of Dominant Subspaces from Block Krylov Spaces.
SIAM J. Matrix Anal. Appl., 2018
Randomized Linear Algebra Approaches to Estimate the Von Neumann Entropy of Density Matrices.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
J. Mach. Learn. Res., 2017
Variant Ranker: a web-tool to rank genomic data according to functional significance.
BMC Bioinform., 2017
2016
Neural Comput., 2016
CoRR, 2016
Proceedings of the 7th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2016
Structural Properties Underlying High-Quality Randomized Numerical Linear Algebra Algorithms.
Proceedings of the Handbook of Big Data., 2016
2015
IEEE Trans. Inf. Theory, 2015
Recovering PCA from Hybrid-(ℓ<sub>1</sub>, ℓ<sub>2</sub>) Sparse Sampling of Data Elements.
CoRR, 2015
A Randomized Algorithm for Approximating the Log Determinant of a Symmetric Positive Definite Matrix.
CoRR, 2015
Proceedings of the 6th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
ACM Trans. Knowl. Discov. Data, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
J. Mach. Learn. Res., 2012
The Fast Cauchy Transform: with Applications to Basis Construction, Regression, and Subspace Approximation in L1
CoRR, 2012
2011
Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation.
Soc. Netw. Anal. Min., 2011
A note on element-wise matrix sparsification via a matrix-valued Bernstein inequality.
Inf. Process. Lett., 2011
IEEE Des. Test Comput., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011
2010
IEEE Trans. Very Large Scale Integr. Syst., 2010
CoRR, 2010
Effective Resistances, Statistical Leverage, and Applications to Linear Equation Solving
CoRR, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Second International Workshop on Mobile Opportunistic Networking, 2010
Proceedings of the 2011 IEEE International Test Conference, 2010
2009
SIAM J. Comput., 2009
Proc. Natl. Acad. Sci. USA, 2009
On Boosting the Accuracy of Non-RF to RF Correlation-Based Specification Test Compaction.
J. Electron. Test., 2009
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification.
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009
2008
Random Struct. Algorithms, 2008
Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Confidence Estimation in Non-RF to RF Correlation-Based Specification Test Compaction.
Proceedings of the 13th European Test Symposium, 2008
2007
Proceedings of the 25th IEEE VLSI Test Symposium (VTS 2007), 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
2006
Entropy-driven parity-tree selection for low-overhead concurrent error detection in finite state machines.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006
Fast Monte Carlo Algorithms for Matrices III: Computing a Compressed Approximate Matrix Decomposition.
SIAM J. Comput., 2006
Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix.
SIAM J. Comput., 2006
SIAM J. Comput., 2006
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2006
Distance Matrix Reconstruction from Incomplete Distance Information for Sensor Network Localization.
Proceedings of the Third Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks, 2006
Proceedings of the Algorithms, 2006
Proceedings of the Approximation, 2006
2005
Microelectron. J., 2005
On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning.
J. Mach. Learn. Res., 2005
Sampling Sub-problems of Heterogeneous Max-cut Problems and Approximation Algorithms.
Proceedings of the STACS 2005, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005
2004
Proceedings of the 22nd IEEE VLSI Test Symposium (VTS 2004), 2004
Concurrent Error Detection for Combinational and Sequential Logic via Output Compaction.
Proceedings of the 5th International Symposium on Quality of Electronic Design (ISQED 2004), 2004
Studying E-Mail Graphs for Intelligence Monitoring and Analysis in the Absence of Semantic Information.
Proceedings of the Intelligence and Security Informatics, 2004
Proceedings of the 2004 Design, 2004
2003
IEEE Trans. Instrum. Meas., 2003
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2003
Proceedings of the 4th International Symposium on Quality of Electronic Design (ISQED 2003), 2003
Proceedings of the 9th IEEE International On-Line Testing Symposium (IOLTS 2003), 2003
Proceedings of the 21st International Conference on Computer Design (ICCD 2003), 2003
Non-Intrusive Concurrent Error Detection in FSMs through State/Output Compaction and Monitoring via Parity Trees.
Proceedings of the 2003 Design, 2003
2002
Proceedings of the Proceedings on 34th Annual ACM Symposium on Theory of Computing, 2002
Proceedings of the Automata, Languages and Programming, 29th International Colloquium, 2002
Proceedings of the 11th Asian Test Symposium (ATS 2002), 18-20 November 2002, Guam, USA, 2002
2001
An Experimental Evaluation of a Monte-Carlo Algorithm for Singular Value Decomposition.
Proceedings of the Advances in Informatics, 8th Panhellenic Conference on Informatics, 2001
Proceedings of the 42nd Annual Symposium on Foundations of Computer Science, 2001
1999
Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1999