Ohad Shamir

Optimal Distributed Online Prediction using Mini-Batches

Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir et al. · arXiv (Cornell University) · 2010 · 562 citations · Full text

Cluster Computing, Online Prediction Methods, Engineering +18

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Alexander Rakhlin, Ohad Shamir, Karthik Sridharan · arXiv (Cornell University) · 2011 · 547 citations · Full text

Mathematical Programming, Engineering, Machine Learning +12

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

Ohad Shamir, Tong Zhang · arXiv (Cornell University) · 2012 · 411 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +16

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

Ohad Shamir, Nati Srebro, Tong Zhang · 2014 · 348 citations

The Power of Depth for Feedforward Neural Networks

Ronen Eldan, Ohad Shamir · Conference on Learning Theory · 2016 · 347 citations

R D, Machine Learning, Neural Networks (Machine Learning) +12