Monday, January 24, 2005
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Morning Session
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8:30 - 9:00
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Check-In/Breakfast (Hosted by IPAM)
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9:00 - 9:30
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Welcome and Opening Remarks
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9:30 - 10:30
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Dan Kersten (University of Minnesota)
"Human Object Perception as Bayesian Inference"
Presentation Files (Zip Archive)
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10:30 - 10:45
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Discussion
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10:45 - 11:15
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Break
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11:15 - 12:15
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Paul Schrater (University of Minnesota)
"Natural cost functions for contact point selection in grasping"
Presentation (PowerPoint File)
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12:15 - 12:30
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Discussion
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12:30 - 2:00
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Lunch (on your own)
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Afternoon Session
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2:00 - 3:00
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Rich Shiffrin (University of Indiana)
"Bayesian-based models for perception and memory: ROUSE and REM"
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2:00 - 3:00
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David Huber (University of Maryland)
"Bayesian-based models for perception and memory: ROUSE and REM"
Presentation (PowerPoint File)
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3:00 - 3:15
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Discussion
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3:15 - 3:45
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Break
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3:45 - 4:45
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Mark Steyvers (University of California at Irvine)
"Probabilistic topic models and associative memory"
Presentation (PowerPoint File)
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4:45 - 5:00
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Discussion
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5:00 - 5:30
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Break
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5:30 - 6:30
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Peter Dayan (Gatsby)
"(Approximately) Optimal Models of Animal Conditioning"
Presentation Files (Zip Archive)
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6:30 - 6:45
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Discussion
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6:45 - 7:45
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Wine/Cheese Reception (Hosted by IPAM)
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Tuesday, January 25, 2005
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Morning Session
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8:30 - 9:00
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Check-In/Breakfast (Hosted by IPAM)
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9:00 - 10:00
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Aaron Courville (Carnegie Mellon University)
"A latent variable account of configural conditioning"
Presentation (PDF File)
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10:00 - 10:15
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Discussion
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10:15 - 10:45
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Break
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10:45 - 11:45
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Judea Pearl (UCLA)
"The Mathematics of Causal Modeling"
Presentation (PowerPoint File)
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11:45 - 12:00
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Discussion
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12:00 - 1:30
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Lunch (on your own)
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Afternoon Session
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1:30 - 2:30
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Patricia Cheng (UCLA)
"A Probabilistic Representation of Causation: Some Implications"
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2:30 - 2:45
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Discussion
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2:45 - 3:15
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Break
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3:15 - 4:15
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Alan Yuille (UCLA)
"Image Parsing and DDMCMC"
Presentation (PowerPoint File)
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4:15 - 4:30
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Discussion
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4:30 - 5:00
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Break
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5:00 - 6:00
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Tom Griffiths (Brown University)
"Theory-Based Causal Induction"
Presentation (PowerPoint File)
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6:00 - 6:15
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Discussion
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Wednesday, January 26, 2005
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Morning Session
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8:30 - 9:00
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Check-In/Breakfast (Hosted by IPAM)
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9:00 - 10:00
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Jacob Feldman (Rutgers University)
"Detecting simple patterns in featural data"
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10:00 - 10:15
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Discussion
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10:15 - 10:45
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Break
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10:45 - 11:45
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Josh Tenenbaum (Massachusetts Institute of Technology)
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11:45 - 12:00
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Discussion
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12:00 - 1:30
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Lunch (on your own)
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Afternoon Session
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1:30 - 2:30
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David Danks (Carnegie Mellon University)
"Graphical Models for Psychological Categorization"
Presentation (PowerPoint File)
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2:30 - 2:45
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Discussion
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2:45 - 3:15
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Break
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3:15 - 4:15
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Eric Mjolsness (University of California at Irvine)
"Variable-Structure Probabilistic Models"
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4:15 - 4:30
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Discussion
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4:30 - 5:00
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Break
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5:00 - 6:00
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Stuart Russell (University of California at Berkeley)
"Uncertainty in an unknown world"
Presentation (PDF File)
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6:00 - 6:15
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Discussion
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6:15 - 7:30
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Dinner (Hosted by IPAM)
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Thursday, January 27, 2005
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Morning Session
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8:30 - 9:00
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Check-In/Breakfast (Hosted by IPAM)
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9:00 - 10:00
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Daniel Wolpert (Sobell Dept. of Motor Neuroscience)
"Probabilistic mechanisms in sensorimotor control"
Presentation (PDF File)
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10:00 - 10:15
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Discussion
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10:15 - 10:45
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Break
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10:45 - 11:45
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Emanuel Todorov (University of California at San Diego)
"On the interplay of noise and redundancy in the motor system"
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11:45 - 12:00
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Discussion
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12:00 - 1:30
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Lunch (on your own)
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Afternoon Session
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1:30 - 2:30
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Brian Stankiewicz (University of Texas, Austin)
"The role of belief updating in human sequential decision making with uncertainty"
Presentation (PDF File)
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2:30 - 2:45
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Discussion
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2:45 - 3:15
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Break
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3:15 - 4:15
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Michael Lee (University of Adelaide)
"A generative model of human performance on an optimal stopping problem"
Presentation (PowerPoint File)
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4:15 - 4:30
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Discussion
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4:30 - 5:00
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Break
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5:00 - 6:00
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Rajesh Rao (University of Washington)
"A Bayesian Model of Sensorimotor Learning and Imitation in Infants and Robots"
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6:00 - 6:15
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Discussion
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Friday, January 28, 2005
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Morning Session
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8:30 - 9:00
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Check-In/Breakfast (Hosted by IPAM)
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9:00 - 10:00
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Nick Chater (University of Warwick)
"Statistical Language Learning: Analysis of an 'Ideal' Language Learner"
Presentation (PowerPoint File)
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10:00 - 10:15
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Discussion
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10:15 - 10:45
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Break
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10:45 - 11:45
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Chris Manning (Stanford University)
"Learning the Structure of Human Languages"
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11:45 - 12:00
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Discussion
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12:00 - 1:30
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Lunch (on your own)
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Afternoon Session
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1:30 - 2:30
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Frank Keller (University of Edinburgh)
"Probabilistic Models of Human Sentence Processing"
Presentation (PDF File)
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2:30 - 2:45
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Discussion
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2:45 - 3:15
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Break
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3:15 - 4:15
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Adam Albright (Massachusetts Institute of Technology)
"Modeling competition and uncertainty in word class decisions"
Presentation (PDF File)
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4:15 - 4:30
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Discussion
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4:30 - 5:00
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Break
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5:00 - 6:00
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Summary Discussion
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