Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Yoram Singer

AT&T Research

Second Order Optimization Made Practical

Feb 20, 2020
Rohan Anil, Vineet Gupta, Tomer Koren, Kevin Regan, Yoram Singer

* 18 pages, 15 figures 

  Access Paper or Ask Questions

Proximity Preserving Binary Code using Signed Graph-Cut

Feb 05, 2020
Inbal Lav, Shai Avidan, Yoram Singer, Yacov Hel-Or

* AAAI Conference on Artificial Intelligence , Feb. 2020 

  Access Paper or Ask Questions

Convolutional Bipartite Attractor Networks

Jun 15, 2019
Michael Iuzzolino, Yoram Singer, Michael C. Mozer


  Access Paper or Ask Questions

Identity Crisis: Memorization and Generalization under Extreme Overparameterization

Feb 15, 2019
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Yoram Singer


  Access Paper or Ask Questions

Are All Layers Created Equal?

Feb 12, 2019
Chiyuan Zhang, Samy Bengio, Yoram Singer


  Access Paper or Ask Questions

Exponentiated Gradient Meets Gradient Descent

Feb 05, 2019
Udaya Ghai, Elad Hazan, Yoram Singer


  Access Paper or Ask Questions

Memory-Efficient Adaptive Optimization for Large-Scale Learning

Jan 30, 2019
Rohan Anil, Vineet Gupta, Tomer Koren, Yoram Singer


  Access Paper or Ask Questions

The Well Tempered Lasso

Jun 08, 2018
Yuanzhi Li, Yoram Singer

* 16 pages, 2 figures 

  Access Paper or Ask Questions

Shampoo: Preconditioned Stochastic Tensor Optimization

Mar 02, 2018
Vineet Gupta, Tomer Koren, Yoram Singer


  Access Paper or Ask Questions

A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization

Jun 20, 2017
Vineet Gupta, Tomer Koren, Yoram Singer


  Access Paper or Ask Questions

Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

May 19, 2017
Amit Daniely, Roy Frostig, Yoram Singer


  Access Paper or Ask Questions

Random Features for Compositional Kernels

Mar 22, 2017
Amit Daniely, Roy Frostig, Vineet Gupta, Yoram Singer


  Access Paper or Ask Questions

Sketching and Neural Networks

Apr 19, 2016
Amit Daniely, Nevena Lazic, Yoram Singer, Kunal Talwar


  Access Paper or Ask Questions

Train faster, generalize better: Stability of stochastic gradient descent

Feb 07, 2016
Moritz Hardt, Benjamin Recht, Yoram Singer


  Access Paper or Ask Questions

Zero-Shot Learning by Convex Combination of Semantic Embeddings

Mar 21, 2014
Mohammad Norouzi, Tomas Mikolov, Samy Bengio, Yoram Singer, Jonathon Shlens, Andrea Frome, Greg S. Corrado, Jeffrey Dean


  Access Paper or Ask Questions

Using Web Co-occurrence Statistics for Improving Image Categorization

Dec 20, 2013
Samy Bengio, Jeff Dean, Dumitru Erhan, Eugene Ie, Quoc Le, Andrew Rabinovich, Jonathon Shlens, Yoram Singer


  Access Paper or Ask Questions

The Maximum Entropy Relaxation Path

Nov 07, 2013
Moshe Dubiner, Matan Gavish, Yoram Singer


  Access Paper or Ask Questions

Update Rules for Parameter Estimation in Bayesian Networks

Feb 06, 2013
Eric Bauer, Daphne Koller, Yoram Singer

* Appears in Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI1997) 

  Access Paper or Ask Questions

Switching Portfolios

Jan 30, 2013
Yoram Singer

* Appears in Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI1998) 

  Access Paper or Ask Questions

Matrix Approximation under Local Low-Rank Assumption

Jan 15, 2013
Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer

* 3 pages, 2 figures, Workshop submission to the First International Conference on Learning Representations (ICLR) 

  Access Paper or Ask Questions

Beyond Word N-Grams

Jul 13, 1996
Fernando C. N. Pereira, Yoram Singer, Naftali Tishby

* 15 pages, one PostScript figure, uses psfig.sty and fullname.sty. Revised version of a paper in the Proceedings of the Third Workshop on Very Large Corpora, MIT, 1995 

  Access Paper or Ask Questions