PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NameYoram Singer
TitleAssoc Prof
SiteHebrew University of Jerusalem
StatusTerminated
Tel+972 2 658 5964
Fax+972 2 658 7329
WWWwww.cs.huji.ac.il/~singer

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Speech
Natural Language Processing
Publications

Number of records: 42.

Tracking Hand Movements from Neuronal Activity with a Dynamic Kernel-Based Model Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaadia and Yoram Singer Conference or Workshop Item Item not available online. (14 December 2005)
A Large Margin Algorithm for Speech and Audio Segmentation Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer and Dan Chazan Article Item availablity restricted. (2006)
A New Perspective on an Old Perceptron Algorithm Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (June 2005)
A Primal-Dual Perspective of Online Learning Algorithms Shai Shalev-Shwartz and Yoram Singer Article Item not available online. (2007)
A temporal kernel-based model for tracking hand movements fron neural activities Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaadia and Yoram Singer Conference or Workshop Item (2004)
A Unified Algorithmic Approach for Efficient Online Label Ranking Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (2007)
An Online Algorithm for Hierarchical Phoneme Classification Ofer Dekel, Joseph Keshet and Yoram Singer Conference or Workshop Item Item not available online. (21 June 2004)
An Online Algorithm for Hierarchical Phoneme Classification Ofer Dekel, Joseph Keshet and Yoram Singer Conference or Workshop Item (21 June 2004)
Composite Objective Mirror Descent John Duchi, Shai Shalev-Shwartz, Yoram Singer and Ambuj Tewari Conference or Workshop Item (2010)
Convex Repeated Games and Fenchel Duality Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (June 2006)
Convex Repeated Games and Fenchel Duality Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item Item not available online. (June 2006)
Convex Repeated Games and Fenchel Duality Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item Item not available online. (June 2006)
Data Driven Online to Batch Conversions Ofer Dekel and Yoram Singer Conference or Workshop Item (August 2005)
Discriminative Kernel-Based Phoneme Sequence Recognition Joseph Keshet, Shai Shalev-Shwartz, Samy Bengio, Yoram Singer and Dan Chazan Conference or Workshop Item Item availablity restricted. (07 April 2006)
Discriminative Kernel-Based Phoneme Sequence Recognition Joseph Keshet, Shai Shalev-Shwartz, Samy Bengio, Yoram Singer and Dan Chazan Monograph (June 2006)
Fitted Q-iteration in continuous action-space MDPs András Antos, Rémi Munos and Csaba Szepesvari Book Section Item availablity restricted. (2008)
Large Margin Hierarchical Classification Ofer Dekel, Joseph Keshet and Yoram Singer Conference or Workshop Item (06 July 2004)
Learning Preferences Graphs by Soft Projections onto Polyhedra Shai Shalev-Shwartz and Yoram Singer Article (10 October 2005)
Learning to Align Polyphonic Music Shai Shalev-Shwartz, Joseph Keshet and Yoram Singer Conference or Workshop Item (10 October 2004)
Leveraging the Margin More Carefully Nir Krause and Yoram Singer Article (July 2004)
Log-Linear Models for Label Ranking Ofer Dekel, Christopher Manning and Yoram Singer Conference or Workshop Item (20 December 2003)
On the Equivalence of Weak Learnability and Linear Separability: New Relaxations and Efficient Boosting Algorithms Shai Shalev-Shwartz and Yoram Singer Article Item not available online. (2010)
Online and Batch Learning of Pseudo-Metrics Shai Shalev-Shwartz, Andrew Y. Ng and Yoram Singer Conference or Workshop Item Item not available online. (2004)
Online and Batch Learning of Pseudo-Metrics Shai Shalev-Shwartz, Andrew Y. Ng and Yoram Singer Conference or Workshop Item (2004)
Online Classification for Complex Problems Using Simultaneous Projections Yonatan Amit, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (September 2006)
Online Classification for Complex Problems Using Simultaneous Projections Yonatan Amit, Shai Shalev-Shwartz and Yoram Singer Article Item not available online. (2008)
Online Learning meets Optimization in the Dual Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (2006)
Online Multiclass Learning by Interclass Hypothesis Sharing Michael Fink, Shai Shalev-Shwartz, Yoram Singer and Shimon Ullman Conference or Workshop Item (2006)
Online multitask learning Ofer Dekel, Yoram Singer and Philip Long Conference or Workshop Item (26 June 2006)
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (May 2005)
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (2006)
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (March 2006)
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Article (07 December 2003)
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM Shai Shalev-Shwartz, Yoram Singer and Nathan Srebro Conference or Workshop Item (2007)
Phoneme Alignment Based on Discriminative Learning Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (September 2005)
Phoneme Alignment using Large Margin Techniques Joseph Keshet, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (09 December 2005)
Smooth $\eps$-Insensitive Regression by Loss ymmetrization Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Article (January 2004)
Spikernels: Predicting Arm Movements by Embedding Population Spike Rate Patterns in Inner-Product Spaces Lavi Shpigelman, Yoram Singer, Rony Paz and Eilon Vaadia Article (2005)
Statistical Properties of Kernel Principal Component Analysis Olivier Bousquet, Laurent Zwald and Gilles Blanchard Conference or Workshop Item (July 2004)
The Forgetron: A Kernel-Based Perceptron on a Fixed Budget Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Article (May 2005)
The Forgetron: A Kernel-Based Perceptron on a Fixed Budget Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (2006)
The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer Conference or Workshop Item (02 June 2004)

This list was generated on Wed May 22 22:34:47 BST 2013.