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Yoram Singer | Researchclopedia

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Yoram Singer

Greenwich Hospital

176

Works

41,157

Citations

60

h-index

125

i10-index

Research Topics

Machine Learning and Algorithms Sparse and Compressive Sensing Techniques Algorithms and Data Compression

Affiliations

Hebrew College1999–2004

Ben-Gurion University of the Negev1985–2020

Murray State University1997–1997

AT&T (United States)1996–2013

Google (United States)2005–2019

Top Works

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

John C. Duchi,Elad Hazan,et al.

20108,615 citations

Stochastic Gradient Optimization Techniques

Advanced Bandit Algorithms Research

Feature-rich part-of-speech tagging with a cyclic dependency network

Kristina Toutanova,Dan Klein,et al.

20032,862 citations

Improved boosting algorithms using confidence-rated predictions

Robert E. Schapire,Yoram Singer

19982,561 citations

BoosTexter: A Boosting-based System for Text Categorization

Robert E. Schapire,Yoram Singer

20002,182 citations

Improved Boosting Algorithms Using Confidence-rated Predictions

Robert E. Schapire,Yoram Singer

19991,951 citations

On the algorithmic implementation of multiclass kernel-based vector machines

Koby Crammer,Yoram Singer

20021,785 citations

Pegasos: primal estimated sub-gradient solver for SVM

Shai Shalev‐Shwartz,Yoram Singer,et al.

20101,517 citations

Online Passive-Aggressive Algorithms

Koby Crammer,Ofer Dekel,et al.

20061,450 citations

Efficient projections onto the<i>l</i><sub>1</sub>-ball for learning in high dimensions

John C. Duchi,Shai Shalev‐Shwartz,et al.

20081,219 citations