Ohad Shamir

Optimal Distributed Online Prediction using Mini-Batches

Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir et al. · arXiv (Cornell University) · 2010 · 563 citations · Full text

Computing, Computer Science, Algorithms +15

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Alexander Rakhlin, Ohad Shamir, Karthik Sridharan · arXiv (Cornell University) · 2011 · 549 citations · Full text

Computing, Computer Science, Algorithms +12

Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes

Ohad Shamir, Tong Zhang · arXiv (Cornell University) · 2012 · 412 citations · Full text

Natural Sciences, Computer Science, Mathematics +16

Communication-Efficient Distributed Optimization using an Approximate Newton-type Method

Ohad Shamir, Tong Zhang · 2014 · 349 citations

Computing, Communication, Computer Science +14

The Power of Depth for Feedforward Neural Networks

Ronen Eldan, Ohad Shamir · Conference on Learning Theory · 2016 · 348 citations

Computing, Computer Science, Mathematics +12