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...

0:56:15

Introducing Decision-Making Under Uncertainty to Medical Research: Designing More Efficient and More Accurate Clinical Trials

Don Berry, University of Texas MD Anderson Cancer Center
https://simons.berkeley.edu/talks/don-berry-09-19-2016
Optimization and Decision-Making Under Uncertainty
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0:47:53

Optimal A-B Testing

Vivek Farias, Massachusetts Institute of Technology
https://simons.berkeley.edu/talks/vivek-farias-09-19-2016
Optimization and Decision-Making Under Uncertainty
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0:30:25

Stable Marriages in Metric Spaces

Balaji Prabhakar, Stanford University
https://simons.berkeley.edu/talks/balaji-prabhakar-09-19-2016
Optimization and Decision-Making Under Uncertainty
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0:52:16

The Simplex and Policy-Iteration Methods are Strongly Polynomial for the Markov Decision Problem with Fixed Discount Factors

Yinyu Ye, Stanford University
https://simons.berkeley.edu/talks/yinyu-ye-09-19-2016
Optimization and Decision-Making Under Uncertainty
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0:33:50

Interpolating Between Stochastic and Worst-case Optimization

R. Ravi, Carnegie Mellon University
https://simons.berkeley.edu/talks/r-ravi-09-19-2016
Optimization and Decision-Making Under Uncertainty
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0:36:19

Smarter Tools for (Citi)Bike-Sharing

David Shmoys, Cornell University
https://simons.berkeley.edu/talks/david-shmoys-09-19-2016
Optimization and Decision-Making Under Uncertainty
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0:51:24

How to Predict When Estimation is Hard: Algorithms for Learning on Graphs

Sasha Rakhlin, University of Pennsylvania
https://simons.berkeley.edu/talks/sasha-rakhlin-09-20-2016
Optimization and Decision-Making Under Uncertainty
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0:48:10

From Predictions to Decisions: Limitations and Possibilities of Optimization from Samples

Yaron Singer, Harvard University
https://simons.berkeley.edu/talks/yaron-singer-09-20-2016
Optimization and Decision-Making Under Uncertainty
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0:35:47

Distributed Partial Clustering

Sudipto Guha, University of Pennsylvania
https://simons.berkeley.edu/talks/sudipto-guha-09-20-2016
Optimization and Decision-Making Under Uncertainty
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0:52:14

Online Vector Packing

Yossi Azar, Tel Aviv University
https://simons.berkeley.edu/talks/yossi-azar-09-20-2016
Optimization and Decision-Making Under Uncertainty
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