YS
Yoram Singer
cs.LGstat.MLmath.OCcs.AIAlgorithmsArtificial Intelligencecs.CVcs.DSNeural Networks, Computerneuroscience
On Valency
published · living versionsW_mnxekqpq·v1 · currentpublished
Zero-Shot Learning by Convex Combination of Semantic Embeddings
with Mohammad Norouzi, Tomas Mikolov, Samy Bengio, Jonathon Shlens +3
1 version
Preprints & journals
31 papers in the corpus · 1998–2022Individual variability of neural computations in the primate retina.34932942 · Shah, Nishal P, Brackbill, Nora, Samarakoon, Ryan et al.2022 · 14 citationsNeuron. 2022;110(4):698-708.e5
Are All Layers Created Equal?1902.01996v4 · Chiyuan Zhang, Samy Bengio, Yoram Singer2019 · 106 citationsarXiv
Individual variability of neural computations in the primate retina10.1101/2021.02.14.431169v2 · Shah, N. P., Brackbill, N., Samarakoon, R. A. et al.2021 · 14 citationsbioRxiv
Scalable Second Order Optimization for Deep Learning2002.09018v2 · Rohan Anil, Vineet Gupta, Tomer Koren et al.2020 · 30 citationsarXiv
Proximity Preserving Binary Code using Signed Graph-Cut2002.01793v1 · Inbal Lav, Shai Avidan, Yoram Singer et al.2020 · 0 citationsAAAI Conference on Artificial Intelligence , Feb. 2020
Identity Crisis: Memorization and Generalization under Extreme Overparameterization1902.04698v4 · Chiyuan Zhang, Samy Bengio, Moritz Hardt et al.2019 · 50 citationsarXiv
Convolutional Bipartite Attractor Networks1906.03504v3 · Michael Iuzzolino, Yoram Singer, Michael C. Mozer2019 · 6 citationsarXiv
Memory-Efficient Adaptive Optimization1901.11150v2 · Rohan Anil, Vineet Gupta, Tomer Koren et al.2019 · 18 citationsarXiv
Exponentiated Gradient Meets Gradient Descent1902.01903v1 · Udaya Ghai, Elad Hazan, Yoram Singer2019 · 19 citationsarXiv
The Well Tempered Lasso1806.03190v1 · Yuanzhi Li, Yoram Singer2018 · 2 citationsarXiv
Shampoo: Preconditioned Stochastic Tensor Optimization1802.09568v2 · Vineet Gupta, Tomer Koren, Yoram Singer2018 · 58 citationsarXiv
Learning a neural response metric for retinal prosthesis10.1101/226530v3 · Shah, N. P., Madugula, S., Chichilnisky, E. J. et al.2017 · 10 citationsbioRxiv
A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization1706.06569v1 · Vineet Gupta, Tomer Koren, Yoram Singer2017 · 6 citationsarXiv
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity1602.05897v2 · Amit Daniely, Roy Frostig, Yoram Singer2016 · 213 citationsarXiv
Random Features for Compositional Kernels1703.07872v1 · Amit Daniely, Roy Frostig, Vineet Gupta et al.2017 · 7 citationsarXiv
Zero-Shot Learning by Convex Combination of Semantic Embeddings1312.5650v3 · Mohammad Norouzi, Tomas Mikolov, Samy Bengio et al.2013 · 776 citationsarXivon Valency
Sketching and Neural Networks1604.05753v1 · Amit Daniely, Nevena Lazic, Yoram Singer et al.2016 · 3 citationsarXiv
Train faster, generalize better: Stability of stochastic gradient descent1509.01240v2 · Moritz Hardt, Benjamin Recht, Yoram Singer2015 · 681 citationsarXiv
Using Web Co-occurrence Statistics for Improving Image Categorization1312.5697v2 · Samy Bengio, Jeff Dean, Dumitru Erhan et al.2013 · 17 citationsarXiv
The Maximum Entropy Relaxation Path1311.1644v1 · Moshe Dubiner, Matan Gavish, Yoram Singer2013 · 0 citationsarXiv
Update Rules for Parameter Estimation in Bayesian Networks1302.1519v1 · Eric Bauer, Daphne Koller, Yoram Singer2013 · 39 citationsarXiv
Switching Portfolios1301.7413v1 · Yoram Singer2013 · 53 citationsarXiv
Matrix Approximation under Local Low-Rank Assumption1301.3192v1 · Joonseok Lee, Seungyeon Kim, Guy Lebanon et al.2013 · 4 citationsarXiv
Learning to Order Things1105.5464v1 · W. W. Cohen, R. E. Schapire, Y. Singer2011 · 351 citationsJournal Of Artificial Intelligence Research, Volume 10, pages 243-270, 1999
Beyond Word N-Gramscmp-lg/9607016v1 · Fernando C. N. Pereira, Yoram Singer, Naftali Tishby1996 · 10 citationsarXiv
Spikernels: predicting arm movements by embedding population spike rate patterns in inner-product spaces.15802010 · Shpigelman, Lavi, Singer, Yoram, Paz, Rony et al.2005 · 40 citationsNeural computation. 2005;17(3):671-90
Online ranking by projecting.15563751 · Crammer, Koby, Singer, Yoram2005 · 47 citationsNeural computation. 2005;17(1):145-75
Using substitution matrices to estimate probability distributions for biological sequences.12614546 · Eskin, Eleazar, Noble, William Stafford, Singer, Yoram2004 · 1 citationJournal of computational biology : a journal of computational molecular cell biology. 2002;9(6):775-91
Protein family classification using sparse markov transducers.12804091 · Eskin, Eleazar, Noble, William Stafford, Singer, Yoram2003 · 55 citationsJournal of computational biology : a journal of computational molecular cell biology. 2003;10(2):187-213
Using mixtures of common ancestors for estimating the probabilities of discrete events in biological sequences.11472994 · Eskin, E, Grundy, W N, Singer, Y2002 · 7 citationsBioinformatics (Oxford, England). 2001;17 Suppl 1:S65-73
Switching portfolios.9730020 · Singer, Y1998 · 53 citationsInternational journal of neural systems. 1997;8(4):445-55
Career total: 154 works. 31 are in this corpus.
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