Playlist: 22 videos

Interactive Learning

Interactive learning is a modern machine learning paradigm of significant practical and theoretical interest, where the algorithm and the domain expert engage in a two-way dialog to facilitate more accurate learning from less data compared to the...

1:5:29

Machine Learning from Verbal User Instruction

Tom Mitchell, Carnegie Mellon University
https://simons.berkeley.edu/talks/tom-mitchell-02-13-2017
Interactive Learning
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1:4:53

Machine Teaching in Interactive Learning

Jerry Zhu, University of Wisconsin-Madison
https://simons.berkeley.edu/talks/jerry-zhu-02-13-2017
Interactive Learning
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0:48:5

Interactively Learning Robot Objective Functions

Anca Dragan, UC Berkeley
https://simons.berkeley.edu/talks/anca-dragan-02-13-2017
Interactive Learning
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0:48:26

Words, Pictures, and Common Sense

Devi Parikh, Georgia Institute of Technology
https://simons.berkeley.edu/talks/devi-parikh-02-13-2017
Interactive Learning
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0:47:16

Stochastic Variance Reduction Methods for Policy Evaluation

Lihong Li, Microsoft Research
https://simons.berkeley.edu/talks/lihong-li-02-13-2017
Interactive Learning
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0:45:26

Interactive Clustering

Pranjal Awasthi, Rutgers University
https://simons.berkeley.edu/talks/pranjal-awasthi-02-14-2017
Interactive Learning
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0:44:33

Crowdsourcing and Machine Learning

Adam Kalai, Microsoft Research New England
https://simons.berkeley.edu/talks/adam-kalai-02-14-2017
Interactive Learning
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0:47:33

Active Learning Beyond Label Feedback

Kamalika Chaudhuri, UC San Diego
https://simons.berkeley.edu/talks/kamalika-chaudhuri-02-14-2017
Interactive Learning
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0:44:56

Active Learning for Multidimensional Experimental Spaces of Biological Responses

Robert Murphy, Carnegie Mellon University
https://simons.berkeley.edu/talks/robert-murphy-02-14-2017
Interactive Learning
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1:4:43

Interactive Language Learning from the Extremes

Sida Wang, Stanford University
https://simons.berkeley.edu/talks/sida-wang-02-14-2017
Interactive Learning
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