Playlist: 30 videos

Optimization and Decision-Making Under Uncertainty

The classic area of online algorithms requires us to make decisions over time as the input is slowly revealed, without (complete) knowledge of the future. This has been widely studied, e.g., in the competitive analysis model ­­­and, in parallel, in...

0:32:37

Clustering Using Pairwise Comparisons

R. Srikant, University of Illinois at Urbana-Champaign
https://simons.berkeley.edu/talks/r-srikant-09-20-2016
Optimization and Decision-Making Under Uncertainty
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0:33:41

Online Algorithms for Covering and Packing Problems with Convex Objectives

Niv Buchbinder, Tel Aviv University
https://simons.berkeley.edu/talks/niv-buchbinder-09-20-2016
Optimization and Decision-Making Under Uncertainty
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0:58:30

Kernel-Based Methods for Bandit Convex Optimization

Sebastien Bubeck, Microsoft Research
https://simons.berkeley.edu/talks/sebastien-bubeck-09-21-2016
Optimization and Decision-Making Under Uncertainty
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0:50:19

Always Valid Inference: Continuous Monitoring of A/B Tests

Ramesh Johari, Stanford University
https://simons.berkeley.edu/talks/ramesh-johari-09-21-2016
Optimization and Decision-Making Under Uncertainty
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0:31:40

Revisiting the Exploration-Exploitation Trade-Off in Bandit Models

Emilie Kaufmann, CNRS, Université Lille
https://simons.berkeley.edu/talks/emilie-kaufmann-09-21-2016
Optimization and Decision-Making Under Uncertainty
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0:55:10

Distribution-Free Models of Social and Information Networks

Tim Roughgarden, Stanford University
https://simons.berkeley.edu/talks/tim-roughgarden-09-21-2016
Optimization and Decision-Making Under Uncertainty
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0:30:37

Learning in Games with Best-Response Oracles

Tomer Koren, Google Research
https://simons.berkeley.edu/talks/tomer-koren-09-21-2016
Optimization and Decision-Making Under Uncertainty
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0:34:48

Online Optimization and Learning Under Long-Term Convex Constraints and Objectives

Nikhil Devanur, Microsoft Research
https://simons.berkeley.edu/talks/nikhil-devanur-09-21-2016
Optimization and Decision-Making Under Uncertainty
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0:31:4

Avoiding Cascading Failures for Time-of-Use Pricing

Anna Karlin, University of Washington
https://simons.berkeley.edu/talks/anna-karlin-09-22-2016
Optimization and Decision-Making Under Uncertainty
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0:34:18

Simple Pricing Schemes for Consumers with Evolving Values

Shuchi Chawla, University of Wisconsin-Madison
https://simons.berkeley.edu/talks/shuchi-chawla-09-22-2016
Optimization and Decision-Making Under Uncertainty
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