Joint IFML/Data-Driven Decision Processes Workshop

Program

Data-Driven Decision Processes

Location

Calvin Lab Auditorium

Date

Wednesday, Oct. 5 – Friday, Oct. 7, 2022

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Schedule subject to change. All talks in Pacific Time.

1:30 – 4 p.m.

Whiteboard Talks in Calvin Lab Auditorium

12 – 2 p.m.

Poster Session on the 2nd Floor

9:30 – 9:55 a.m.

Coffee and Check In

9:55 – 10 a.m.

Opening Remarks

10 – 10:30 a.m.

What Functions Do Transformers Prefer to Represent?

Surbhi Goel (Microsoft Research and University of Pennsylvania)

10:30 – 10:40 a.m.

Break

10:40 – 11:10 a.m.

On the Power of Preconditioning in Sparse Linear Regression

Raghu Meka (UCLA)

11:10 – 11:20 a.m.

Break

11:20 – 11:50 a.m.

Higher-Dimensional Expansion of Random Geometric Complexes

Tselil Schramm (Stanford University)

11:50 a.m. – 2 p.m.

Lunch

2 – 2:30 p.m.

The Compensated Coupling (or Why the Future is the Best Guide for the Present)

Sid Banerjee (Cornell University)

2:30 – 2:40 p.m.

Break

2:40 – 3:10 p.m.

Sample Complexity Of Policy-Based Methods Under Off-Policy Sampling And Linear Function Approximation

Siva Theja Maguluri (Georgia Institute of Technology)

3:10 – 3:20 p.m.

Break

3:20 – 3:50 p.m.

On The Exploration In Load-Balancing Under Unknown Service Rates

Weina Wang (CMU)