Greg Ver Steeg

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	すべて	2016 年以来
引用	2543	1981
h 指標	24	21
i10 指標	49	41

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Aram GalstyanUniversity of Southern California, Information Sciences Institute確認したメールアドレス: isi.edu
Shuyang GaoSenior Applied Scientist, Amazon.com Inc.確認したメールアドレス: amazon.com
Kristina LermanPrincipal Scientist, USC Information Sciences Institute確認したメールアドレス: isi.edu
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USC確認したメールアドレス: usc.edu
Klaus BartschatProfessor of Physics, Drake University確認したメールアドレス: drake.edu
Linhong ZhuFacebook;Information Sciences Institute;I^2R; Nanyang Technological University確認したメールアドレス: isi.edu
Christoph AdamiProfessor of Microbiology & Molecular Genetics, Physics & Astronomy, Michigan State University確認したメールアドレス: msu.edu
Adam MezherUniversity of Southern California確認したメールアドレス: usc.edu
Boris GutmanAssistant Professor, Department of Biomedical Engineering, Illinois Institute of Technology確認したメールアドレス: iit.edu
Nicolas C MenicucciAssociate Professor, RMIT University確認したメールアドレス: rmit.edu.au
Daniel LidarViterbi Professor of Engineering, University of Southern California確認したメールアドレス: usc.edu
Rumi GhoshUniversity of Southern California確認したメールアドレス: usc.edu
Neda JahanshadImaging Genetics Center, Stevens Neuroimaging & Informatics Institute, ENIGMA, Keck, USC確認したメールアドレス: usc.edu
Talia NirImaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck, USC確認したメールアドレス: usc.edu
Madelaine DaianuBioengineering, PhD確認したメールアドレス: ucla.edu
Gautam PrasadGoogle確認したメールアドレス: google.com
Stephanie WehnerQuTech, Delft University of Technology確認したメールアドレス: locc.la
Sarah K. Madsen, Ph.D.USC/UCLA確認したメールアドレス: usc.edu
Simon DeDeoCarnegie Mellon University & the Santa Fe Institute確認したメールアドレス: andrew.cmu.edu
Nathan HodasPacific Northwest National Lab確認したメールアドレス: pnnl.gov

Greg Ver Steeg

Research Associate Professor, University of Southern California, Information Sciences Institute

確認したメールアドレス: isi.edu - ホームページ

machine learning information theory complex systems


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Multitask learning and benchmarking with clinical time series data H Harutyunyan, H Khachatrian, DC Kale, GV Steeg, A Galstyan Nature Scientific Data 6 (96), 2019	301	2019
Information Transfer in Social Media G Ver Steeg, A Galstyan World Wide Web Conference, 509-518, 2012	223	2012
Entangling power of an expanding universe G Ver Steeg, NC Menicucci Physical Review D 79 (4), 044027, 2009	185	2009
Scalable temporal latent space inference for link prediction in dynamic social networks L Zhu, D Guo, J Yin, G Ver Steeg, A Galstyan IEEE Transactions on Knowledge and Data Engineering 28 (10), 2765-2777, 2016	154	2016
Mixhop: Higher-order graph convolution architectures via sparsified neighborhood mixing S Abu-El-Haija, B Perozzi, A Kapoor, H Harutyunyan, N Alipourfard, ... International Conference on Machine Learning, 2019	135	2019
Efficient Estimation of Mutual Information for Strongly Dependent Variables S Gao, G Ver Steeg, A Galstyan AISTATS, 2015	130	2015
What Stops Social Epidemics? G Ver Steeg, R Ghosh, K Lerman Proc. 5th Int. Conf. on Weblogs and Social Media, 2011	114	2011
Discovering Structure in High-Dimensional Data Through Correlation Explanation G Ver Steeg, A Galstyan Advances in Neural Information Processing Systems (NIPS), 2014	89	2014
Information-Theoretic Measures of Influence Based on Content Dynamics G Ver Steeg, A Galstyan International Conference on Web Search and Data Mining (WSDM), 2013	88	2013
Invariant representations without adversarial training D Moyer, S Gao, R Brekelmans, GV Steeg, A Galstyan arXiv preprint arXiv:1805.09458, 2018	68	2018
Modeling Temporal Activity Patterns in Dynamic Social Networks V Raghavan, G Ver Steeg, A Galstyan, AG Tartakovsky IEEE TCSS, 2014	62	2014
MAX 2-SAT with up to 108 qubits S Santra, G Quiroz, G Ver Steeg, D Lidar New Journal of Physics, 2014	56	2014
Maximally Informative Hierarchical Representations of High-Dimensional Data G Ver Steeg, A Galstyan Proceedings of the 18th International Conference on Artificial Intelligence …, 2015	53	2015
Auto-Encoding Total Correlation Explanation S Gao, R Brekelmans, G Ver Steeg, A Galstyan AI & Statistics (AISTATS), 2019	47	2019
Community detection with and without prior information AE Allahverdyan, G Ver Steeg, A Galstyan EPL (Europhysics Letters) 90, 18002, 2010	43	2010
Relaxed uncertainty relations and information processing G Ver Steeg, S Wehner Quantum Information and Computation 9, 0801-0832, 2009	43*	2009
Variational Information Maximization for Feature Selection S Gao, G Ver Steeg, A Galstyan Advances In Neural Information Processing Systems (NIPS), 2016	37	2016
Anchored correlation explanation: Topic modeling with minimal domain knowledge RJ Gallagher, K Reing, D Kale, G Ver Steeg Transactions of the Association for Computational Linguistics 5, 529-542, 2017	35	2017
Co-evolution of Selection and Influence in Social Networks YS Cho, G Ver Steeg, A Galstyan AAAI-11, 2011	35	2011
Estimating Mutual Information by Local Gaussian Approximation S Gao, G Ver Steeg, A Galstyan Uncertainty in Artificial Intelligence (UAI), 2015	32	2015

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