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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Convex Learning with Invariances
Choon Hui Teo · Amir Globerson · Sam T Roweis · Alexander Smola
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Learning with Transformation Invariant Kernels
Christian Walder · Olivier Chapelle
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Discovering Weakly-Interacting Factors in a Complex Stochastic Process
Charlie Frogner · Avi Pfeffer
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Statistical Analysis of Semi-Supervised Regression
John Lafferty · Larry Wasserman
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization
XuanLong Nguyen · Martin J Wainwright · Michael Jordan
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Boosting the Area under the ROC Curve
Phil Long · Rocco A Servedio
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
The Value of Labeled and Unlabeled Examples when the Model is Imperfect
Kaushik Sinha · Mikhail Belkin
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
A Bayesian LDA-based model for semi-supervised part-of-speech tagging
Kristina N Toutanova · Mark Johnson
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Resampling Methods for Protein Structure Prediction with Rosetta
Ben Blum · David Baker · Michael Jordan · Philip Bradley · Rhiju Das · David Kim
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Structured Learning with Approximate Inference
Alex Kulesza · Fernando Pereira
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Convex Clustering with Exemplar-Based Models
Danial Lashkari · Polina Golland
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Learning Monotonic Transformations for Classification
Andrew G Howard · Tony Jebara
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Discriminative Log-Linear Grammars with Latent Variables
Slav Petrov · Dan Klein
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Regret Minimization in Games with Incomplete Information
Martin A Zinkevich · Michael Johanson · Michael Bowling · Carmelo Piccione
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Mon Dec 03 08:10 PM -- 08:25 PM (PST)
Bayesian Policy Learning with Trans-Dimensional MCMC
Matthew Hoffman · Arnaud Doucet · Nando de Freitas · Ajay Jasra