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
Judah CohenAtmospheric and Environmental Research, Massachusetts Institute of TechnologyDirección de correo verificada de aer.com
Ameet TalwalkarCMU, DatadogDirección de correo verificada de cmu.edu
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
Soukayna MouatadidUniversity of TorontoDirección de correo verificada de cs.toronto.edu
François-Xavier BriolAssociate Professor in Statistical Science, UCLDirección de correo verificada de ucl.ac.uk
Chris. J. OatesNewcastle UniversityDirección de correo verificada de ncl.ac.uk
Luke de OliveiraMetaDirección de correo verificada de meta.com
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
Nicolò FusiPartner Researcher, Microsoft ResearchDirección de correo verificada de microsoft.com
Miruna OprescuCornell UniversityDirección de correo verificada de cornell.edu
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechDirección de correo verificada de caltech.edu
Wilson Ye ChenThe University of SydneyDirección de correo verificada de sydney.edu.au
Mark GirolamiUniversity of CambridgeDirección de correo verificada de cam.ac.uk
Dawn SongProfessor of Computer Science, UC BerkeleyDirección de correo verificada de cs.berkeley.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	463	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	405	2020
Deflation methods for sparse pca L Mackey Advances in neural information processing systems 21, 1017-1024, 2009	326	2009
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	325*	2014
Feature-weighted linear stacking J Sill, G Takács, L Mackey, D Lin arXiv preprint arXiv:0911.0460, 2009	325	2009
Measuring sample quality with kernels. arXiv preprint J Gorham, L Mackey arXiv preprint arXiv:1703.01717, 2017	263*	2017
Measuring sample quality with Stein's method J Gorham, L Mackey Advances in neural information processing systems 28, 2015	252	2015
Divide-and-Conquer Matrix Factorization L Mackey, A Talwalkar, MI Jordan Arxiv preprint arXiv:1107.0789, 2011	252	2011
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	222	2015
Matrix concentration inequalities via the method of exchangeable pairs L Mackey, MI Jordan, RY Chen, B Farrell, JA Tropp	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	142	2006
Global non-convex optimization with discretized diffusions MA Erdogdu, L Mackey, O Shamir Advances in Neural Information Processing Systems 31, 2018	126	2018
Measuring sample quality with diffusions J Gorham, AB Duncan, SJ Vollmer, L Mackey arXiv preprint arXiv:1611.06972, 2016	126	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	121	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	117	2020
Stein points WY Chen, L Mackey, J Gorham, FX Briol, C Oates International Conference on Machine Learning, 844-853, 2018	113	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	109	2019
Minimum Stein discrepancy estimators A Barp, FX Briol, A Duncan, M Girolami, L Mackey Advances in Neural Information Processing Systems 32, 2019	107	2019
Do Language Models Know When They're Hallucinating References? A Agrawal, M Suzgun, L Mackey, AT Kalai arXiv preprint arXiv:2305.18248, 2023	105	2023

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