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Mathematical and Computational Challenges in Real-Time Decision Making
Program
Real-Time Decision Making
Location
Calvin Lab Auditorium
Date
Monday, Apr. 30
–
Friday, May 4, 2018
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Click on the titles of individual talks for abstract, slides and archived video.
Monday, Apr. 30, 2018
9
–
9:20 a.m.
Coffee and Check-In
9:20
–
9:30 a.m.
Opening Remarks
9:30
–
10:10 a.m.
Google's AdWords Market: How Theory Influenced Practice
Vijay Vazirani, UC Irvine
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Mechanism Design Beyond Risk Neutrality
Manolis Pountorakis, University of Texas at Austin
11:20 a.m.
–
12 p.m.
When Does Diversity of Agent Preferences Improve Outcomes in Selfish Routing
Evdokia Nikolova, University of Texas at Austin
12
–
2 p.m.
Lunch
2
–
2:40 p.m.
Predicting Intersection Signal Timing
Pravin Varaiya, UC Berkeley
2:40
–
3:10 p.m.
Break
3:10
–
3:50 p.m.
Rebalancing in Bike-Sharing Systems – Incentives and Other Stories
David Shmoys, Cornell University
3:50
–
4:30 p.m.
A Dashboard for Cities to Manage Fleets
Damon Wischik, University of Cambridge
Tuesday, May 1, 2018
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
On Learning Graph Binomial Distributions and Powers of Poisson Binomial Distributions
Dimitris Fotakis, National Technical University of Athens & Yahoo
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Streaming Algorithms for Matchings in Low Arboricity Graphs
Sofya Vorotnikova, University of Massachusetts Amherst
11:20 a.m.
–
12 p.m.
Sparse Fourier Transform Algorithm for Real-Time Applications
Haitham Hassanieh, University of Illinois Urbana-Champaign
12
–
2 p.m.
Lunch
2
–
2:40 p.m.
Self-Programming Networks: Network Clock Synchronization, Event Playback and Real-time Action
Balaji Prabhakar, Stanford University
2:40
–
3:10 p.m.
Break
3:10
–
3:50 p.m.
Exact Minimum Number of Bits to Stabilize a Linear System
Victoria Kostina, California Institute of Technology
3:50
–
4:30 p.m.
An Informational Perspective on Uncertainty in Control
Gireeja Ranade, Microsoft Research
Wednesday, May 2, 2018
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
Rerouting Flows when Links Fail
Jannik Matuschke, University of Munich
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Broadcasting on Directed Acyclic Graphs
Yury Polyanskiy, Massachusetts Institute of Technology
11:20 a.m.
–
12 p.m.
Practical Data-Dependent Metric Compression with Provable Guarantees
Piotr Indyk, Massachusetts Institute of Technology
12
–
2 p.m.
Lunch
2
–
2:40 p.m.
Learning What Works Best When
Swati Gupta, Georgia Institute of Technology
2:40
–
4:30 p.m.
Reception
Thursday, May 3, 2018
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
Regularization, Perturbations, and Stability in Online Learning
Ambuj Tewari, University of Michigan
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Limited Communication Gradient Methods for Distributed Resource Allocation Optimization
Na (Lina) Li, Harvard University
11:20 a.m.
–
12 p.m.
A Bayesian Approach to Online Resource Allocation
Sid Banerjee, Cornell University
12
–
2 p.m.
Lunch
2
–
2:40 p.m.
Mergeable Summaries and the Data Sketches Library
Edo Liberty, Amazon
2:40
–
3:10 p.m.
Break
3:10
–
3:50 p.m.
Provable Learning of Real-time Big Data Using Core-sets
Dan Feldman, University of Haifa
3:50
–
4:30 p.m.
Towards Verification of General Neural Networks: A Dual Approach
Krishnamurthy Dvijotham, Deepmind
Friday, May 4, 2018
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
Relative Error Tensor Low Rank Approximation
David Woodruff, Carnegie Mellon University
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Integrating Functions via Distance Sensitive Hashing
Moses Charikar, Stanford University
11:20 a.m.
–
12 p.m.
Active Regression via Linear-Sample Sparsification
Eric Price, University of Texas at Austin
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