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(15 events)   Timezone: America/Los_Angeles  
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Mon Dec 08 08:25 PM -- 08:26 PM (PST)
On the Reliability of Clustering Stability in the Large Sample Regime
Ohad Shamir · Naftali Tishby
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Mon Dec 08 08:26 PM -- 08:27 PM (PST)
Spectral Clustering with Perturbed Data
Ling Huang · Donghui Yan · Michael Jordan · Nina Taft
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Mon Dec 08 08:27 PM -- 08:28 PM (PST)
A "Shape Aware'' Model for semi-supervised Learning of Objects and its Context
Abhinav Gupta · Jianbo Shi · Larry Davis
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Mon Dec 08 08:28 PM -- 08:29 PM (PST)
One sketch for all: Theory and Application of Conditional Random Sampling
Ping Li · Kenneth W Church · Trevor Hastie
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Mon Dec 08 08:29 PM -- 08:30 PM (PST)
Gates
Tom Minka · John Winn
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Mon Dec 08 08:30 PM -- 08:31 PM (PST)
Fast Computation of Posterior Mode in Multi-Level Hierarchical Models
Deepak Agarwal · Liang Zhang
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Mon Dec 08 08:31 PM -- 08:32 PM (PST)
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
Indraneel Mukherjee · David Blei
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Mon Dec 08 08:32 PM -- 08:33 PM (PST)
Efficient Inference in Phylogenetic InDel Trees
Alexandre Bouchard-Côté · Michael Jordan · Dan Klein
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Mon Dec 08 08:33 PM -- 08:34 PM (PST)
Large Margin Taxonomy Embedding for Document Categorization
Kilian Q Weinberger · Olivier Chapelle
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Mon Dec 08 08:34 PM -- 08:35 PM (PST)
Analyzing the Monotonic Feature Abstraction for Text Classification
Doug Downey · Oren Etzioni
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Mon Dec 08 08:35 PM -- 08:36 PM (PST)
Syntactic Topic Models
Jordan Boyd-Graber · David Blei
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Mon Dec 08 08:36 PM -- 08:37 PM (PST)
Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization
Liu Yang · Rong Jin · Rahul Sukthankar
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Mon Dec 08 08:37 PM -- 08:38 PM (PST)
Unsupervised Learning of Visual Sense Models for Polysemous Words
Kate Saenko · Trevor Darrell
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Mon Dec 08 08:38 PM -- 08:39 PM (PST)
Deep Learning with Kernel Regularization for Visual Recognition
Kai Yu · Wei Xu · Yihong Gong
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Mon Dec 08 08:39 PM -- 08:40 PM (PST)
Evaluating probabilities under high-dimensional latent variable models
Iain Murray · Russ Salakhutdinov