Petros Drineas
Petros Drineas is a Greek-American computer scientist known for his contributions to the theory of data science and the development of Randomized Numerical Linear Algebra (RandNLA). In a 2012 paper Michael W. Mahoney and Drineas introduced CUR matrix approximation for improved big data analysis. Drineas' work on the application of principal component analysis to population genetics disproved the long-standing hypothesis that the Minoan civilization had North African origins.Drineas earned his BS in 1997 from University of Patras in Greece. He received his PhD in Computer Science from Yale University in 2003 where his advisor was Ravi Kannan. Drineas was on the faculty of Rensselaer Polytechnic Institute from 2003 to 2016 and was a visiting researcher at Microsoft Research, Yahoo! Research and Sandia National Laboratory. He is currently a professor of computer science at Purdue University.
Drineas is a co-editor with Peter Bühlmann, Michael Kane and M. van der Laan of "Handbook of Big Data" published in 2016. Provided by Wikipedia
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Structure-informed clustering for population stratification in association studies by Aritra Bose, Myson Burch, Agniva Chowdhury, Peristera Paschou, Petros Drineas
Published 2023-10-01
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Multiomic approach and Mendelian randomization analysis identify causal associations between blood biomarkers and subcortical brain structure volumes by Pritesh R Jain, Madison Yates, Carlos Rubin de Celis, Petros Drineas, Neda Jahanshad, Paul Thompson, Peristera Paschou
Published 2023-12-01
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Neuropathology-based approach reveals novel Alzheimer's Disease genes and highlights female-specific pathways and causal links to disrupted lipid metabolism: insights into a viciou... by Yin Jin, Apostolia Topaloudi, Sudhanshu Shekhar, Guangxin Chen, Alicia Nicole Scott, Bryce David Colon, Petros Drineas, Chris Rochet, Peristera Paschou
Published 2025-01-01
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Can polygenic risk scores help explain disease prevalence differences around the world? A worldwide investigation by Pritesh R. Jain, Myson Burch, Melanie Martinez, Pablo Mir, Jakub P. Fichna, Cezary Zekanowski, Renata Rizzo, Zeynep Tümer, Csaba Barta, Evangelia Yannaki, John Stamatoyannopoulos, Petros Drineas, Peristera Paschou
Published 2023-11-01
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PheWAS and cross-disorder analysis reveal genetic architecture, pleiotropic loci and phenotypic correlations across 11 autoimmune disorders by Apostolia Topaloudi, Pritesh Jain, Melanie B. Martinez, Josephine K. Bryant, Grace Reynolds, Grace Reynolds, Zoi Zagoriti, George Lagoumintzis, Eleni Zamba-Papanicolaou, John Tzartos, Konstantinos Poulas, Kleopas A. Kleopa, Socrates Tzartos, Socrates Tzartos, Marianthi Georgitsi, Petros Drineas, Peristera Paschou
Published 2023-09-01
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Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome by Pritesh Jain, Tyne Miller-Fleming, Apostolia Topaloudi, Dongmei Yu, Petros Drineas, Marianthi Georgitsi, Zhiyu Yang, Renata Rizzo, Kirsten R. Müller-Vahl, Zeynep Tumer, Nanette Mol Debes, Andreas Hartmann, Christel Depienne, Yulia Worbe, Pablo Mir, Danielle C. Cath, Dorret I. Boomsma, Veit Roessner, Tomasz Wolanczyk, Piotr Janik, Natalia Szejko, Cezary Zekanowski, Csaba Barta, Zsofia Nemoda, Zsanett Tarnok, Joseph D. Buxbaum, Dorothy Grice, Jeffrey Glennon, Hreinn Stefansson, Bastian Hengerer, Noa Benaroya-Milshtein, Francesco Cardona, Tammy Hedderly, Isobel Heyman, Chaim Huyser, Astrid Morer, Norbert Mueller, Alexander Munchau, Kerstin J. Plessen, Cesare Porcelli, Susanne Walitza, Anette Schrag, Davide Martino, The Psychiatric Genomics Consortium Tourette Syndrome Working Group (PGC-TS), The EMTICS collaborative group, Andrea Dietrich, The TS-EUROTRAIN Network, Carol A. Mathews, Jeremiah M. Scharf, Pieter J. Hoekstra, Lea K. Davis, Peristera Paschou
Published 2023-02-01
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