Lester Mackey

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Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Jackson GorhamData ScientistDirección de correo verificada de whisper.ai
Ameet TalwalkarCMUDirección de correo verificada de cmu.edu
Judah CohenAtmospheric and Environmental Research, Massachusetts Institute of TechnologyDirección de correo verificada de aer.com
Paulo OrensteinIMPADirección de correo verificada de impa.br
Vasilis SyrgkanisAssistant Professor, Stanford UniversityDirección de correo verificada de stanford.edu
Alessandro BarpUniversity College London, The Alan Turing InstituteDirección de correo verificada de ucl.ac.uk
Benjamin NachmanStaff Scientist, Lawrence Berkeley National LaboratoryDirección de correo verificada de lbl.gov
François-Xavier BriolAssociate Professor in Statistical Science, UCLDirección de correo verificada de ucl.ac.uk
Luke de OliveiraMetaDirección de correo verificada de meta.com
Chris. J. OatesNewcastle UniversityDirección de correo verificada de ncl.ac.uk
Nicolò FusiPartner Researcher, Microsoft ResearchDirección de correo verificada de microsoft.com
Soukayna MouatadidUniversity of TorontoDirección de correo verificada de cs.toronto.edu
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechDirección de correo verificada de caltech.edu
Miruna OprescuCornell UniversityDirección de correo verificada de cornell.edu
Genevieve FlaspohlerChief Data Officer, nLine; PhD MIT & the Woods Hole Oceanographic InstitutionDirección de correo verificada de nline.io
Raaz DwivediAssistant Professor, Cornell TechDirección de correo verificada de cornell.edu
Wilson Ye ChenThe University of SydneyDirección de correo verificada de sydney.edu.au
Dawn SongProfessor of Computer Science, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Neil Zhenqiang GongAssociate Professor, Duke UniversityDirección de correo verificada de duke.edu

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Lester Mackey

Microsoft Research

Dirección de correo verificada de microsoft.com - Página principal

Statistical Machine Learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Jet-images—deep learning edition L de Oliveira, M Kagan, L Mackey, B Nachman, A Schwartzman Journal of High Energy Physics 2016 (7), 1-32, 2016	459	2016
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ... JAMA network open 3 (3), e200265-e200265, 2020	392	2020
Joint link prediction and attribute inference using a social-attribute network NZ Gong, A Talwalkar, L Mackey, L Huang, ECR Shin, E Stefanov, E Shi, ... ACM Transactions on Intelligent Systems and Technology (TIST) 5 (2), 1-20, 2014	331*	2014
Deflation methods for sparse pca L Mackey Advances in neural information processing systems 21, 1017-1024, 2009	324	2009
Feature-weighted linear stacking J Sill, G Takács, L Mackey, D Lin arXiv preprint arXiv:0911.0460, 2009	318	2009
Measuring sample quality with kernels. arXiv preprint J Gorham, L Mackey arXiv preprint arXiv:1703.01717, 2017	256*	2017
Divide-and-Conquer Matrix Factorization L Mackey, A Talwalkar, MI Jordan Arxiv preprint arXiv:1107.0789, 2011	250	2011
Measuring sample quality with Stein's method J Gorham, L Mackey Advances in neural information processing systems 28, 2015	248	2015
Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression R Küffner, N Zach, R Norel, J Hawe, D Schoenfeld, L Wang, G Li, L Fang, ... Nature biotechnology 33 (1), 51-57, 2015	219	2015
Matrix concentration inequalities via the method of exchangeable pairs L Mackey, MI Jordan, RY Chen, B Farrell, JA Tropp The Annals of Probability, 906-945, 2014	183	2014
Participatory design with proxies: developing a desktop-PDA system to support people with aphasia JL Boyd-Graber, SS Nikolova, KA Moffatt, KC Kin, JY Lee, LW Mackey, ... Proceedings of the SIGCHI conference on Human Factors in computing systems …, 2006	144	2006
Global non-convex optimization with discretized diffusions MA Erdogdu, L Mackey, O Shamir Advances in Neural Information Processing Systems 31, 2018	124	2018
Measuring sample quality with diffusions J Gorham, AB Duncan, SJ Vollmer, L Mackey arXiv preprint arXiv:1611.06972, 2016	124	2016
Corrupted sensing: Novel guarantees for separating structured signals R Foygel, L Mackey IEEE Transactions on Information Theory 60 (2), 1223-1247, 2014	121	2014
On the consistency of ranking algorithms J Duchi, L Mackey, M Jordan International Conference on Machine Learning (ICML), 2010	120	2010
Minimax estimation of conditional moment models N Dikkala, G Lewis, L Mackey, V Syrgkanis Advances in Neural Information Processing Systems 33, 12248-12262, 2020	114	2020
Stein points WY Chen, L Mackey, J Gorham, FX Briol, C Oates International Conference on Machine Learning, 844-853, 2018	108	2018
S2S reboot: An argument for greater inclusion of machine learning in subseasonal to seasonal forecasts J Cohen, D Coumou, J Hwang, L Mackey, P Orenstein, S Totz, ... Wiley Interdisciplinary Reviews: Climate Change 10 (2), e00567, 2019	107	2019
Minimum stein discrepancy estimators A Barp, FX Briol, A Duncan, M Girolami, L Mackey Advances in Neural Information Processing Systems 32, 2019	105	2019
Do Language Models Know When They're Hallucinating References? A Agrawal, M Suzgun, L Mackey, AT Kalai arXiv preprint arXiv:2305.18248, 2023	95	2023

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