Moritz Hardt

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	Sve	Od 2020.
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Benjamin RechtProfessor of EECS, University of California, BerkeleyPotvrđena adresa e-pošte na eecs.berkeley.edu
Chiyuan ZhangGoogle ResearchPotvrđena adresa e-pošte na google.com
Solon BarocasPrincipal Researcher, Microsoft Research; Adjunct Associate Professor, Information Science, CornellPotvrđena adresa e-pošte na cornell.edu
Arvind NarayananProfessor, Princeton UniversityPotvrđena adresa e-pošte na cs.princeton.edu
Omer ReingoldStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Celestine Mendler-DünnerELLIS Institute & Max Planck Institute for Intelligent Systems, TübingenPotvrđena adresa e-pošte na tuebingen.mpg.de
Samy BengioSenior Director, AI and ML Research, ApplePotvrđena adresa e-pošte na apple.com
Julius AdebayoGuide LabsPotvrđena adresa e-pošte na guidelabs.ai
Oriol VinyalsResearch Scientist at Google DeepMindPotvrđena adresa e-pošte na google.com
Eric PriceAssociate Professor of Computer Science at the University of Texas at AustinPotvrđena adresa e-pošte na cs.utexas.edu
Aaron RothProfessor of Computer Science, University of PennsylvaniaPotvrđena adresa e-pošte na cis.upenn.edu
Ludwig SchmidtStanford University and AnthropicPotvrđena adresa e-pošte na stanford.edu
Richard ZemelProfessor of Computer Science, University of TorontoPotvrđena adresa e-pošte na cs.toronto.edu
Lydia T. LiuAssistant Professor of Computer Science, Princeton UniversityPotvrđena adresa e-pošte na princeton.edu
Smitha MilliMeta FAIRPotvrđena adresa e-pošte na meta.com
Max SimchowitzMITPotvrđena adresa e-pošte na andrew.cmu.edu
Nathan SrebroProfessor, TTIC and University of ChicagoPotvrđena adresa e-pošte na ttic.edu
Tijana ZrnicStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Yu SunPostdoc, Stanford UniversityPotvrđena adresa e-pošte na cs.stanford.edu
Ekaterina GoninaPhD Candidate, UC BerkeleyPotvrđena adresa e-pošte na eecs.berkeley.edu

Prati

Moritz Hardt

Max Planck Institute for Intelligent Systems

Potvrđena adresa e-pošte na is.mpg.de - Početna stranica

machine learning decision making algorithms


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Equality of opportunity in supervised learning M Hardt, E Price, N Srebro NIPS 2016, 3315-3323, 2016	5528	2016
Understanding deep learning requires rethinking generalization C Zhang, S Bengio, M Hardt, B Recht, O Vinyals ICLR 2017, 2017	5515	2017
Fairness through awareness C Dwork, M Hardt, T Pitassi, O Reingold, R Zemel ITCS 2012, 214-226, 2012	4861	2012
Understanding deep learning (still) requires rethinking generalization C Zhang, S Bengio, M Hardt, B Recht, O Vinyals Communications of the ACM 64 (3), 107-115, 2021	2845	2021
Sanity checks for saliency maps J Adebayo, J Gilmer, M Muelly, I Goodfellow, M Hardt, B Kim NeurIPS 2018, 2018	2548	2018
Fairness and machine learning: Limitations and Opportunities S Barocas, M Hardt, A Narayanan MIT Press, 2023	2493*	2023
Train faster, generalize better: Stability of stochastic gradient descent M Hardt, B Recht, Y Singer ICML 2016, 1225-1234, 2015	1548	2015
Test-time training with self-supervision for generalization under distribution shifts Y Sun, X Wang, Z Liu, J Miller, A Efros, M Hardt ICML 2020, 9229-9248, 2020	945	2020
Avoiding discrimination through causal reasoning N Kilbertus, MR Carulla, G Parascandolo, M Hardt, D Janzing, ... NIPS 2017, 656-666, 2017	774	2017
A system for massively parallel hyperparameter tuning L Li, K Jamieson, A Rostamizadeh, E Gonina, J Ben-Tzur, M Hardt, ... Proceedings of machine learning and systems 2, 230-246, 2020	706*	2020
Delayed impact of fair machine learning LT Liu, S Dean, E Rolf, M Simchowitz, M Hardt ICML 2018, 2018	598	2018
A simple and practical algorithm for differentially private data release M Hardt, K Ligett, F McSherry NIPS 2012, 2348-2356, 2012	590	2012
Retiring Adult: New datasets for fair machine learning F Ding, M Hardt, J Miller, L Schmidt Advances in Neural Information Processing Systems 34, 2021	517	2021
On the geometry of differential privacy M Hardt, K Talwar STOC 2010, 705-714, 2010	514	2010
A multiplicative weights mechanism for privacy-preserving data analysis M Hardt, GN Rothblum FOCS 2010, 61-70, 2010	511	2010
Strategic classification M Hardt, N Megiddo, C Papadimitriou, M Wootters ITCS 2016, 111-122, 2016	474	2016
Identity matters in deep learning M Hardt, T Ma ICLR 2017, 2017	452	2017
Preserving statistical validity in adaptive data analysis C Dwork, V Feldman, M Hardt, T Pitassi, O Reingold, A Roth STOC 2015, 2014	434	2014
Performative prediction JC Perdomo, T Zrnic, C Mendler-Dünner, M Hardt ICML 2020, 2020	412	2020
The reusable holdout: Preserving validity in adaptive data analysis C Dwork, V Feldman, M Hardt, T Pitassi, O Reingold, A Roth Science 349 (6248), 636-638, 2015	408	2015

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