Yuekai Sun

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Suautori

Mikhail YurochkinResearch Staff Member, IBM Research and MIT-IBM Watson AI LabPotvrđena adresa e-pošte na umich.edu
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityPotvrđena adresa e-pošte na princeton.edu
Michael SaundersProfessor of Operations Research, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Jonathan TaylorProfessor of Statistics, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Subha MaityUniversity of Michigan, Ann ArborPotvrđena adresa e-pošte na umich.edu
Debarghya MukherjeeAssistant Professor, Boston UniversityPotvrđena adresa e-pošte na umich.edu
Moulinath BanerjeeProfessor of StatisticsPotvrđena adresa e-pošte na umich.edu
Dennis SunData Scientist at Google; Professor at StanfordPotvrđena adresa e-pošte na stanford.edu
Amanda BowerTwitterPotvrđena adresa e-pošte na umich.edu
Songkai XuePh.D. Candidate in Statistics, University of MichiganPotvrđena adresa e-pošte na umich.edu
Felix PetersenStanford University, University of KonstanzPotvrđena adresa e-pošte na stanford.edu
Aritra GuhaData Science and AI Research, AT&TPotvrđena adresa e-pošte na umich.edu
Anil DamleCornell UniversityPotvrđena adresa e-pošte na cornell.edu
Ya'acov RitovUniversity of MichiganPotvrđena adresa e-pošte na umich.edu
Alexander VargoPotvrđena adresa e-pošte na umich.edu
Laurence YangQueen's UniversityPotvrđena adresa e-pošte na queensu.ca
Yang ChenUniversity of Michigan, Ann ArborPotvrđena adresa e-pošte na umich.edu
XuanLong NguyenUniversity of MichiganPotvrđena adresa e-pošte na umich.edu
Shuheng ZhouProfessor, University of California, RiversidePotvrđena adresa e-pošte na ucr.edu

Prati

Yuekai Sun

University of Michigan

Potvrđena adresa e-pošte na umich.edu - Početna stranica

algorithmic fairness federated learning transfer learning


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Federated learning with matched averaging H Wang, M Yurochkin, Y Sun, D Papailiopoulos, Y Khazaeni arXiv preprint arXiv:2002.06440, 2020	1177	2020
Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v. 3.0 L Heirendt, S Arreckx, T Pfau, SN Mendoza, A Richelle, A Heinken, ... Nature protocols 14 (3), 639-702, 2019	1079	2019
Exact post-selection inference, with application to the lasso JD Lee, DL Sun, Y Sun, JE Taylor	901	2016
Proximal Newton-type methods for minimizing composite functions JD Lee, Y Sun, MA Saunders SIAM Journal on Optimization 24 (3), 1420-1443, 2014	356	2014
Communication-efficient sparse regression JD Lee, Q Liu, Y Sun, JE Taylor The Journal of Machine Learning Research 18 (1), 115-144, 2017	234	2017
Nanostructure on taro leaves resists fouling by colloids and bacteria under submerged conditions J Ma, Y Sun, K Gleichauf, J Lou, Q Li Langmuir 27 (16), 10035-10040, 2011	171	2011
Training individually fair ML models with sensitive subspace robustness M Yurochkin, A Bower, Y Sun	132	2020
Proximal Newton-type methods for convex optimization JD Lee, Y Sun, M Saunders Advances in Neural Information Processing Systems 25, 2012	127	2012
Two simple ways to learn individual fairness metrics from data D Mukherjee, M Yurochkin, M Banerjee, Y Sun International Conference on Machine Learning, 7097-7107, 2020	105	2020
Post-processing for individual fairness F Petersen, D Mukherjee, Y Sun, M Yurochkin Advances in Neural Information Processing Systems 34, 25944-25955, 2021	87	2021
Communication-efficient sparse regression: a one-shot approach JD Lee, Y Sun, Q Liu, JE Taylor arXiv preprint arXiv:1503.04337, 2015	68	2015
Sensei: Sensitive set invariance for enforcing individual fairness M Yurochkin, Y Sun arXiv preprint arXiv:2006.14168, 2020	64	2020
Do genome‐scale models need exact solvers or clearer standards? A Ebrahim, E Almaas, E Bauer, A Bordbar, AP Burgard, RL Chang, ... Molecular systems biology 11 (10), 831, 2015	64	2015
On model selection consistency of regularized M-estimators JD Lee, Y Sun, JE Taylor	61	2015
Outlier-robust optimal transport D Mukherjee, A Guha, JM Solomon, Y Sun, M Yurochkin International Conference on Machine Learning, 7850-7860, 2021	60	2021
Exact post-selection inference with the lasso JD Lee, DL Sun, Y Sun, JE Taylor arXiv preprint arXiv:1311.6238 354 (355), 8, 2013	60	2013
Statistical convergence of the EM algorithm on Gaussian mixture models R Zhao, Y Li, Y Sun	48	2020
Systems biology definition of the core proteome of metabolism and expression is consistent with high-throughput data L Yang, J Tan, EJ O’Brien, JM Monk, D Kim, HJ Li, P Charusanti, ... Proceedings of the National Academy of Sciences 112 (34), 10810-10815, 2015	46	2015
On conditional parity as a notion of non-discrimination in machine learning Y Ritov, Y Sun, R Zhao arXiv preprint arXiv:1706.08519, 2017	39	2017
On model selection consistency of M-estimators with geometrically decomposable penalties JD Lee, Y Sun, JE Taylor arXiv preprint arXiv:1305.7477 241, 2013	38*	2013

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