Search for tag: "algorithms and randomness center"

Kamesh Munagala - Group Fairness in Combinatorial Optimization

Consider the following classical network design…

From  Katie Gentilello 2 plays 0  

Vidya Muthukumar - Surprises in overparameterized linear classification

Seemingly counter-intuitive phenomena in deep…

From  Katie Gentilello 11 plays 0  

Anupam Gupta - Finding and Counting k-cuts in Graphs

For an undirected graph with edge weights, a…

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Aaron Sidford - Recent Advances on the Maximum Flow Problem

The maximum flow problem is an incredibly…

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Maryam Aliakbarpour - Distribution testing: Classical and new paradigms

One of the most fundamental problems in learning…

From  Katie Gentilello 31 plays 0  

Vedat Levi Alev - Improved Analysis of Higher Order Random Walks and Applications

Local spectral expansion is a very useful method…

From  Katie Gentilello 72 plays 0  

Kuikui Liu - Spectral Independence in High-Dimensional Expanders and Applications to the Hardcore Model

We say a probability distribution µ is…

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Samuel Hopkins - Robust Mean Estimation in Nearly-Linear Time

Robust mean estimation is the following basic…

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Jelani Nelson - Some new approaches to the heavy hitters problem

In the 'frequent items' problem one…

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Yuhao Yi - Fast Approximation Algorithms and Complexity Analysis for Design of Networked Systems

This talk focuses on network design algorithms…

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Nima Anari - Rapidly Mixing Random Walks via Log-Concave Polynomials (Part 2)

(This is Part 2, continuation of Tuesday's…

From  Katie Gentilello 38 plays 0  

Nima Anari - Rapidly Mixing Random Walks via Log-Concave Polynomials (Part 1)

A fundamental tool used in sampling, counting,…

From  Katie Gentilello 56 plays 0  

Ravi Kumar - Algorithmic Discrete Choice

In this talk we consider random utility models…

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Rong Ge - What 2-layer neural nets can we optimize?

Optimizing neural networks is a highly nonconvex…

From  Katie Gentilello 31 plays 0  

Umang Bhaskar - Partial Function Extension with Applications to Learning and Property Testing

In partial function extension, we are given a…

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Thomas Rothvoss - Linear Size Sparsifier and the Geometry of the Operator Norm Ball

The Matrix Spencer Conjecture asks whether given…

From  Katie Gentilello 45 plays 0