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Sketching and Algorithm Design
Program
Data Structures and Optimization for Fast Algorithms
Date
Monday, Oct. 9
–
Friday, Oct. 13, 2023
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The Workshop
Schedule
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All talks are listed in Pacific Time. *Schedule subject to change*
Monday, Oct. 9, 2023
9
–
9:25 a.m.
Coffee and Check-in
9:25
–
9:30 a.m.
Opening Remarks
9:30
–
10:30 a.m.
Randomized Embeddings and Neural Networks
Mert Pilanci (Stanford University)
10:30
–
11:15 a.m.
Fast Attention Requires Bounded Entries
Josh Alman (Harvard)
11:15
–
11:45 a.m.
Break
11:45 a.m.
–
12:30 p.m.
Sketching for Proving Generalization of Support Vector Machines
Kasper Larsen (Aarhus University)
12:30
–
2 p.m.
Lunch (on your own)
2:15
–
3 p.m.
Sketching Techniques for Kernel Density Estimation
Moses Charikar (Stanford University)
3
–
4 p.m.
Memory-Regret Tradeoff for Online Learning
Binghui Peng (Columbia University)
4
–
5 p.m.
Reception
Tuesday, Oct. 10, 2023
9
–
9:30 a.m.
Coffee and Check-in
9:30
–
10:30 a.m.
Lightning Talks
10:30
–
11:15 a.m.
Sketching and Projecting
Deanna Needell (University of California, Los Angeles)
11:15
–
11:45 a.m.
Break
11:45 a.m.
–
12:30 p.m.
Sketching Techniques for Kernel Density Estimation or for Optimal Transport Computations
Erik Waingarten (University of Pennsylvania)
12:30
–
2 p.m.
Lunch (on your own)
2
–
2:30 p.m.
Testing Positive Semidefiniteness and Eigenvalue Approximation
David Woodruff (Carnegie Mellon University)
2:30
–
3 p.m.
Improved Frequency Estimation Algorithms with and without Predictions
Sandeep Silwal (MIT)
3
–
3:15 p.m.
Break
3:15
–
4 p.m.
Capacity Analysis of Vector Symbolic Architectures
Ken Clarkson (IBM Research)
4
–
5 p.m.
Open Problem Session
Wednesday, Oct. 11, 2023
9
–
9:30 a.m.
Coffee and Check-in
9:30
–
10:30 a.m.
Sketching Algorithms for Max-DICUT and other CSPs
Santhoshini Velusamy (Toyota Technological Institute at Chicago)
10:30
–
11:15 a.m.
A Simple (1−eps)-Approximation Adaptive Sketching Algorithm for Maximum (Weighted) Matching
Sepehr Assadi (University of Waterloo and Rutgers University)
11:15
–
11:45 a.m.
Break
11:45 a.m.
–
12:30 p.m.
Tight Bounds for Volumetric Spanners in All Norms
Ali Vakilian (Toyota Technological Institute at Chicago (TTIC))
12:30
–
2 p.m.
Lunch (on your own)
2
–
2:45 p.m.
Robustness of Sketches to Adaptive nputs
Edith Cohen (Tel Aviv University and Google)
2:45
–
3:15 p.m.
Break
3:15
–
4 p.m.
A Near-Linear Time Algorithm for the Chamfer Distance
Piotr Indyk (MIT)
4
–
5 p.m.
Discussion
Thursday, Oct. 12, 2023
9
–
9:30 a.m.
Coffee and Check-in
9:30
–
10:30 a.m.
Streaming Euclidean k-median and k-means with o(log n) Space
Samson Zhou (Texas A&M University)
10:30
–
11:15 a.m.
Streaming Lower Bounds for the Needle Problems
Jiapeng Zhang (University of Southern California)
11:15
–
11:45 a.m.
Break
11:45 a.m.
–
12:30 p.m.
Sublinear Time Eigenvalue Approximation via Random Sampling
Cameron Musco (Microsoft Research New England)
12:30
–
2 p.m.
Lunch (on your own)
2
–
2:45 p.m.
Error Correction for Streaming Messages
Meghal Gupta (UC Berkeley)
2:45
–
3:15 p.m.
Break
3:15
–
4 p.m.
Insights from Engineering Sketches for Production and Using Sketches at Scale
Lee Rhodes (Yahoo, Inc.)
4
–
5 p.m.
Discussion
Friday, Oct. 13, 2023
9
–
9:30 a.m.
Coffee and Check-in
9:30
–
10:30 a.m.
A Simple Quantum Sketch With Applications to Graph Algorithms
John Kallaugher (Sandia National Laboratories)
10:30
–
11:15 a.m.
Resizable Sketches
Rasmus Pagh (University of Copenhagen)
11:45 a.m.
–
12:30 p.m.
Pseudorandom Hashing for Space-bounded Computation with Applications in Streaming
Mikkel Thorup (University of Copenhagen)
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