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Tue Dec 08 05:13 PM -- 05:14 PM (PST)
Indian Buffet Processes with Power-law Behavior
Yee Whye Teh · Dilan Gorur
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Tue Dec 08 05:14 PM -- 05:15 PM (PST)
Submodularity Cuts and Applications
Yoshinobu Kawahara · Kiyohito Nagano · Koji Tsuda · Jeffrey A Bilmes
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Tue Dec 08 05:15 PM -- 05:16 PM (PST)
Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing
Ruben Coen-Cagli · Peter Dayan · Odelia Schwartz
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Tue Dec 08 05:16 PM -- 05:17 PM (PST)
STDP enables spiking neurons to detect hidden causes of their inputs
Bernhard Nessler · Michael Pfeiffer · Wolfgang Maass
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Tue Dec 08 05:17 PM -- 05:18 PM (PST)
3D Object Recognition with Deep Belief Nets
Vinod Nair · Geoffrey E Hinton
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Tue Dec 08 05:18 PM -- 05:19 PM (PST)
Maximum likelihood trajectories for continuous-time Markov chains
Theodore Perkins
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Tue Dec 08 05:19 PM -- 05:20 PM (PST)
Time-Varying Dynamic Bayesian Networks
Le Song · Mladen Kolar · Eric Xing
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Tue Dec 08 05:20 PM -- 05:21 PM (PST)
Construction of Nonparametric Bayesian Models from Parametric Bayes Equations
Peter Orbanz
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Tue Dec 08 05:21 PM -- 05:22 PM (PST)
Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference
Michael Wick · Khashayar Rohanimanesh · Sameer Singh · Andrew McCallum
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Tue Dec 08 05:22 PM -- 05:23 PM (PST)
Riffled Independence for Ranked Data
Jonathan Huang · Carlos Guestrin
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Tue Dec 08 05:23 PM -- 05:24 PM (PST)
A Smoothed Approximate Linear Program
Vijay Desai · Vivek Farias · Ciamac C Moallemi
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Tue Dec 08 05:24 PM -- 05:25 PM (PST)
Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs
Alexandre Bouchard-Côté · Slav Petrov · Dan Klein
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Tue Dec 08 05:25 PM -- 05:26 PM (PST)
Subject independent EEG-based BCI decoding
Siamac Fazli · Cristian Grozea · Márton Danóczy · Benjamin Blankertz · Florin Popescu · Klaus-Robert Müller