Lester Mackey

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Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyCorreu electrònic verificat a cs.berkeley.edu
Jackson GorhamData ScientistCorreu electrònic verificat a whisper.ai
Judah CohenAtmospheric and Environmental Research, Massachusetts Institute of TechnologyCorreu electrònic verificat a aer.com
Ameet TalwalkarCMU, DatadogCorreu electrònic verificat a cmu.edu
Paulo OrensteinIMPACorreu electrònic verificat a impa.br
Alessandro BarpUniversity College London, The Alan Turing InstituteCorreu electrònic verificat a ucl.ac.uk
Vasilis SyrgkanisAssistant Professor, Stanford UniversityCorreu electrònic verificat a stanford.edu
Benjamin NachmanStaff Scientist, Lawrence Berkeley National LaboratoryCorreu electrònic verificat a lbl.gov
François-Xavier BriolAssociate Professor in Statistical Science, UCLCorreu electrònic verificat a ucl.ac.uk
Soukayna MouatadidUniversity of TorontoCorreu electrònic verificat a cs.toronto.edu
Luke de OliveiraMetaCorreu electrònic verificat a meta.com
Chris. J. OatesNewcastle UniversityCorreu electrònic verificat a ncl.ac.uk
Nicolò FusiPartner Researcher, Microsoft ResearchCorreu electrònic verificat a microsoft.com
Genevieve FlaspohlerChief Data Officer, nLine; PhD MIT & the Woods Hole Oceanographic InstitutionCorreu electrònic verificat a nline.io
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechCorreu electrònic verificat a caltech.edu
Miruna OprescuCornell UniversityCorreu electrònic verificat a cornell.edu
Raaz DwivediAssistant Professor, Cornell TechCorreu electrònic verificat a cornell.edu
Mark GirolamiUniversity of CambridgeCorreu electrònic verificat a cam.ac.uk
Wilson Ye ChenThe University of SydneyCorreu electrònic verificat a sydney.edu.au
Dawn SongProfessor of Computer Science, UC BerkeleyCorreu electrònic verificat a cs.berkeley.edu

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Lester Mackey

Microsoft Research

Correu electrònic verificat a microsoft.com - Pàgina d'inici

Statistical Machine Learning


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
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	467	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	399	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	322	2009
Measuring sample quality with kernels. arXiv preprint J Gorham, L Mackey arXiv preprint arXiv:1703.01717, 2017	259*	2017
Measuring sample quality with Stein's method J Gorham, L Mackey Advances in neural information processing systems 28, 2015	251	2015
Divide-and-Conquer Matrix Factorization L Mackey, A Talwalkar, MI Jordan Arxiv preprint arXiv:1107.0789, 2011	251	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	220	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	143	2006
Measuring sample quality with diffusions J Gorham, AB Duncan, SJ Vollmer, L Mackey arXiv preprint arXiv:1611.06972, 2016	125	2016
Global non-convex optimization with discretized diffusions MA Erdogdu, L Mackey, O Shamir Advances in Neural Information Processing Systems 31, 2018	124	2018
Corrupted sensing: Novel guarantees for separating structured signals R Foygel, L Mackey IEEE Transactions on Information Theory 60 (2), 1223-1247, 2014	122	2014
On the consistency of ranking algorithms J Duchi, L Mackey, M Jordan International Conference on Machine Learning (ICML), 2010	122	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	115	2020
Stein points WY Chen, L Mackey, J Gorham, FX Briol, C Oates International Conference on Machine Learning, 844-853, 2018	110	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	98	2023

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