Abbas Mehrabian

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Citations	1329	1105
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Christopher LiawPostdoc, University of TorontoVerified email at cs.toronto.edu
Nicholas J. A. HarveyProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Nicholas WormaldProfessor of Mathematics, Monash UniversityVerified email at monash.edu
Hassan AshtianiMcMaster UniversityVerified email at mcmaster.ca
Luc DevroyeMcGill UniversityVerified email at cs.mcgill.ca
Shai Ben-DavidUniverity of Waterloo, CanadaVerified email at uwaterloo.ca
Yaniv PlanUniversity of British ColumbiaVerified email at math.ubc.ca
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Andrea CollevecchioMonash University, School of Mathematical SciencesVerified email at monash.edu
Noga AlonPrinceton University and Tel Aviv UniversityVerified email at tau.ac.il
Adel JavanmardAssociate Professor, University of Southern CaliforniaVerified email at usc.edu
Omid HatamiPhD student, University of CambridgeVerified email at cam.ac.uk
Saieed AkbariProfessor of Mathematics, Sharif University of TechnologyVerified email at sharif.edu
Emilie KaufmannCNRS & Univ. Lille (CRIStAL)Verified email at inria.fr
Vahab MirrokniGoogle Fellow, VP, Google ResearchVerified email at google.com
Amin KarbasiYale UniversityVerified email at yale.edu
Hossein EsfandiariSenior Research Scientist at GoogleVerified email at seas.harvard.edu
Roman VershyninProfessor of Mathematics, University of California, IrvineVerified email at uci.edu
Cristiane M. SatoFederal University of de ABC Region, BrazilVerified email at ufabc.edu.br
Pu (Jane) GaoUniversity of WaterlooVerified email at uwaterloo.ca

Abbas Mehrabian

Google DeepMind

Verified email at deepmind.com - Homepage

Reinforcement Learning Bandit algorithms Machine Learning Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Nearly-tight VC-dimension bounds for piecewise linear neural networks N Harvey, C Liaw, A Mehrabian Conference on learning theory, 1064-1068, 2017	436*	2017
The total variation distance between high-dimensional Gaussians L Devroye, A Mehrabian, T Reddad arXiv preprint arXiv:1810.08693 6, 2018	148	2018
Nearly tight sample complexity bounds for learning mixtures of gaussians via sample compression schemes H Ashtiani, S Ben-David, N Harvey, C Liaw, A Mehrabian, Y Plan Advances in Neural Information Processing Systems 31, 2018	86*	2018
A simple tool for bounding the deviation of random matrices on geometric sets C Liaw, A Mehrabian, Y Plan, R Vershynin Geometric Aspects of Functional Analysis: Israel Seminar (GAFA) 2014–2016 …, 2017	67	2017
A practical algorithm for multiplayer bandits when arm means vary among players A Mehrabian, E Boursier, E Kaufmann, V Perchet International Conference on Artificial Intelligence and Statistics, 1211-1221, 2020	61*	2020
A bounded budget network creation game S Ehsani, SS Fadaee, MA Fazli, A Mehrabian, SS Sadeghabad, M Safari, ... ACM Transactions on Algorithms (TALG) 11 (4), 1-25, 2015	54	2015
On the push&pull protocol for rumor spreading H Acan, A Collevecchio, A Mehrabian, N Wormald SIAM Journal on Discrete Mathematics 31 (2), 647-668, 2017	47	2017
Multiplayer bandits without observing collision information G Lugosi, A Mehrabian Mathematics of Operations Research 47 (2), 1247-1265, 2022	45	2022
Regret bounds for batched bandits H Esfandiari, A Karbasi, A Mehrabian, V Mirrokni Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 7340-7348, 2021	39	2021
Zero-sum flows in regular graphs S Akbari, A Daemi, O Hatami, A Javanmard, A Mehrabian Graphs and combinatorics 26, 603-615, 2010	37	2010
The capture time of grids A Mehrabian Discrete Mathematics 311, 102--105, 2010	34	2010
On a generalization of Meyniel's conjecture on the cops and robbers game N Alon, A Mehrabian the electronic journal of combinatorics 18 (1), P19, 2011	28	2011
The minimax learning rates of normal and Ising undirected graphical models L Devroye, A Mehrabian, T Reddad	26	2020
Old dog learns new tricks: Randomized ucb for bandit problems S Vaswani, A Mehrabian, A Durand, B Kveton arXiv preprint arXiv:1910.04928, 2019	24	2019
Chasing a fast robber on planar graphs and random graphs N Alon, A Mehrabian Journal of Graph Theory 78 (2), 81-96, 2015	24	2015
On longest paths and diameter in random Apollonian networks E Ebrahimzadeh, L Farczadi, P Gao, A Mehrabian, CM Sato, N Wormald, ... Random structures & algorithms 45 (4), 703-725, 2014	23	2014
Sample-efficient learning of mixtures H Ashtiani, S Ben-David, A Mehrabian Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018	21	2018
Lower bounds for the cop number when the robber is fast A Mehrabian Combinatorics, Probability and Computing 20 (4), 617-621, 2011	19	2011
Batched multi-armed bandits with optimal regret H Esfandiari, A Karbasi, A Mehrabian, V Mirrokni arXiv preprint arXiv:1910.04959, 2019	15	2019
Rumors spread slowly in a small-world spatial network J Janssen, A Mehrabian SIAM Journal on Discrete Mathematics 31 (4), 2414-2428, 2017	12	2017

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