PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Ohad Shamir

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Number of EPrints submitted by this user: 13

Cluster Stability for Finite Samples
Ohad Shamir and Naftali Tishby
In: NIPS 2007, 3-8 Dec 2007, Vancouver, B.C., Canada.

Learning to Classify with Missing and Corrupted Features
Ohad Shamir and Ofer Dekel
In: ICML 2008, 5-9 July 2008, Helsinki, Finland.

Model Selection and Stability in k-means Clustering
Ohad Shamir and Naftali Tishby
In: COLT 2008, 9-12 July 2008, Helsinki, Finland.

Learning and Generalization with the Information Bottleneck
Ohad Shamir, Sivan Sabato and Naftali Tishby
In: ALT 2008, 13-16 Oct 2008, Budapest, Hungary.

Vox Populi: Collecting High-Quality Labels from a Crowd
Ofer Dekel and Ohad Shamir
In: COLT 2009(2009).

Good Learners for Evil Teachers
Ofer Dekel and Ohad Shamir
In: ICML 2009(2009).

Stochastic Convex Optimization
Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro and Karthik Sridharan
In: COLT 2009(2009).

Learnability and Stability in the General Learning Setting
Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro and Karthik Sridharan
In: COLT 2009(2009).

Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity
Sham Kakade, Ohad Shamir, Karthik Sridharan and Ambuj Tewari
In: AISTATS 2010(2010).

Multiclass-Multilabel Classification with More Classes than Examples
Ofer Dekel and Ohad Shamir
In: AISTATS 2010(2010).

Efficient Learning with Partially Observed Attributes
Nicolò Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir
In: ICML 2010(2010).

Online Learning of Noisy Data with Kernels
Nicolò Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir
In: COLT 2010(2010).

Learning Kernel-Based Halfspaces with the Zero-One Loss
Shai Shalev-Shwartz, Ohad Shamir and Karthik Sridharan
In: COLT 2010(2010).