Concepedia

Abbas Mehrabian

AM

20

Publications

752

Citations

15

H-Index

2010

Active since

Affiliations

University of Waterloo(Current)

McGill University

Sharif University of Technology

University of British Columbia

McMaster University

Abbas Mehrabian is an author at University of Waterloo specializing in engineering, computer science, and graph theory.

Top concepts

EngineeringGraph TheoryComputer ScienceNetwork ScienceNetwork AnalysisBusinessGame TheoryCombinatorial OptimizationProbabilityMachine Learning

Publications per year

2010–2021

20

Publications

20

Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks

Peter L. Bartlett, Nick Harvey, Abbas Mehrabian · arXiv (Cornell University) · 2017 · 205 citations · Full text

Nearly-tight VC-dimension bounds for piecewise linear neural networks

Nick Harvey, Abbas Mehrabian · arXiv (Cornell University) · 2017 · 107 citations · Full text

Relu Activation Function, Convolutional Neural Network, Deep Neural Networks +12

The total variation distance between high-dimensional Gaussians

Luc Devroye, Abbas Mehrabian, Tommy Reddad · arXiv (Cornell University) · 2018 · 85 citations · Full text

Total Variation Distance, Engineering, High-dimensional Method +7

Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes

Hassan Ashtiani, Shai Ben-David, Nicholas J. A. Harvey et al. · Neural Information Processing Systems · 2018 · 33 citations

Total Variation Distance, Machine Learning, Engineering +16

A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players

Étienne Boursier, Emilie Kaufmann, Abbas Mehrabian et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

Mathematical Programming, Engineering, Game Theory +20

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