Mesrob I. Ohannessian

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Munther DahlehMITVerified email at mit.edu
Nathan SrebroProfessor, TTIC and University of ChicagoVerified email at ttic.edu
Stephane BoucheronProfessor mathematics, Université Paris Cité (Paris-Diderot)Verified email at u-paris.fr
Suriya GunasekarSenior Researcher, MSR RedmondVerified email at ttic.edu
Blake WoodworthInria (SIERRA)Verified email at inria.fr
Hussein MozannarMassachusetts Institute of TechnologyVerified email at mit.edu
Donatello MaterassiAssociate Professor, University of MinnesotaVerified email at umn.edu
Karen SachsNext Generation Analytics, Answer ALS, Massachusetts Institute of TechnologyVerified email at alum.mit.edu
Moein FalahatgarUniversity of California, San DiegoVerified email at ucsd.edu
Mohamad Adnan Al-AlaouiProfessor of Electrical and Computer Engineering, American University of BeirutVerified email at aub.edu.lb
Elchanan MosselProfessor of Mathematics, MITVerified email at mit.edu
Venkatadheeraj PichapatiUCSDVerified email at ucsd.edu
Andreas KrauseProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Mario LučićResearch Scientist, Google BrainVerified email at google.com
Amin KarbasiYale UniversityVerified email at yale.edu
Laurent MassoulieInria, MSR-Inria Joint CentreVerified email at inria.fr
Alexandre ProutiereKTHVerified email at kth.se
Vincent Y. F. TanDean's Chair Associate Professor, National University of SingaporeVerified email at nus.edu.sg
James GlassMIT Computer Science and Artificial Intelligence LaboratoryVerified email at mit.edu
Michael McGarryUniversity of Texas at El PasoVerified email at utep.edu

Mesrob I. Ohannessian

University of Illinois at Chicago

Verified email at uic.edu - Homepage

Machine Learning Statistics Information Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning non-discriminatory predictors B Woodworth, S Gunasekar, MI Ohannessian, N Srebro Conference on Learning Theory, 1920-1953, 2017	321	2017
From fair decision making to social equality H Mouzannar, MI Ohannessian, N Srebro Proceedings of the Conference on Fairness, Accountability, and Transparency …, 2019	86	2019
Concentration inequalities in the infinite urn scheme for occupancy counts and the missing mass, with applications A Ben-Hamou, S Boucheron, MI Ohannessian	69	2017
Rare probability estimation under regularly varying heavy tails MI Ohannessian, MA Dahleh COLT, 21.1-21.24, 2012	47	2012
Fair learning with private demographic data H Mozannar, M Ohannessian, N Srebro International Conference on Machine Learning, 7066-7075, 2020	37	2020
Structure learning in causal cyclic networks S Itani, M Ohannessian, K Sachs, GP Nolan, MA Dahleh Causality: Objectives and assessment, 165-176, 2010	27	2010
On the impossibility of learning the missing mass E Mossel, MI Ohannessian Entropy 21 (1), 28, 2019	26*	2019
The intertemporal utility of demand and price elasticity of consumption in power grids with shiftable loads M Roozbehani, A Faghih, MI Ohannessian, MA Dahleh 2011 50th IEEE Conference on Decision and Control and European Control …, 2011	24	2011
Tradeoffs for space, time, data and risk in unsupervised learning M Lucic, MI Ohannessian, A Karbasi, A Krause 18th International Conference on Artificial Intelligence and Statistics …, 2015	19	2015
Robust and optimal consumption policies for deadline-constrained deferrable loads M Roozbehani, D Materassi, MI Ohannessian, MA Dahleh IEEE Transactions on Smart Grid 5 (4), 1823-1834, 2014	19	2014
About adaptive coding on countable alphabets: max-stable envelope classes B Stephane, E Gassiat, M Ohannessian arXiv preprint arXiv:1402.6305, 2014	15*	2014
Greedy-Bayes for targeted news dissemination L Massoulié, MI Ohannessian, A Proutiere ACM SIGMETRICS Performance Evaluation Review 43 (1), 285-296, 2015	12	2015
Load-shifting under perfect and partial information: Models, robust policies, and economic value M Roozbehani, M Ohannessian, D Materassi, M Dahleh Manuscript, 2012	12	2012
Dynamic estimation of the price-response of deadline-constrained electric loads under threshold policies MI Ohannessian, M Roozbehani, D Materassi, MA Dahleh 2014 American Control Conference, 2798-2803, 2014	10	2014
A pilot project – From illiteracy to computer literacy: teaching and learning using information technology M Al-Alaoui, M Ohannessian, G Choueiter, C Akl, T Avakian, I Al-Kamal, ... International Journal of Emerging Technologies in Learning (iJET) 3 (3), 2008	10*	2008
The power of absolute discounting: all-dimensional distribution estimation M Falahatgar, MI Ohannessian, A Orlitsky, V Pichapati Advances in Neural Information Processing Systems 30, 2017	9	2017
Near-optimal smoothing of structured conditional probability matrices M Falahatgar, MI Ohannessian, A Orlitsky Advances in Neural Information Processing Systems 29, 2016	8	2016
Canonical estimation in a rare-events regime MI Ohannessian, VYF Tan, MA Dahleh 2011 49th Annual Allerton Conference on Communication, Control, and …, 2011	6	2011
Speech recognition for voice based control YS Naous, GF Choueiter, MI Ohannessian, MA Al-Alaoui Proceedings of IEEE ISSPIT, 527-531, 2002	6	2002
A turbo-style algorithm for lexical baseforms estimation GF Choueiter, MI Ohannessian, S Seneff, JR Glass 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	5	2008

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