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Optimization and Algorithm Design

Program
Data Structures and Optimization for Fast Algorithms
Location

Calvin Lab Auditorium

Date
Monday, Nov. 27 – Friday, Dec. 1, 2023
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Exploiting geometric structure in (matrix-valued) optimization

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A Stochastic Newton Algorithm for Distributed Convex Optimization

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Hitting the High-D(imensional) Notes: An ODE for SGD learning dynamics in high-dimensions

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Beyond NTK: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time

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Theoretical and Practical Insights from Linear Transformers

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Robust Gradient Descent: Agnostically Estimating an Unknown Affine Transformation with Near-optimal Error

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Randomized Linear Algebra for Interior Point Methods

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IPM and Nested Dissection for Planar and Separable LPs

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Nash Social Welfare and A Tale of Mathematical Programs

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Short-Flat Decompositions and Faster Algorithms for Linear Inverse Problems

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Main navigation

  • Home
  • Programs & Events
    • Research Programs
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    • Public Lectures
    • Research Pods
    • Internal Program Activities
    • Algorithms, Society, and the Law
  • People
    • Scientific Leadership
    • Staff
    • Current Long-Term Visitors
    • Research Fellows
    • Postdoctoral Researchers
    • Scientific Advisory Board
    • Governance Board
    • Industry Advisory Council
    • Affiliated Faculty
    • Science Communicators in Residence
    • Law and Society Fellows
  • Participate
    • Apply to Participate
    • Plan Your Visit
    • Location & Directions
    • Postdoctoral Research Fellowships
    • Law and Society Fellowships
    • Science Communicator in Residence Program
    • Circles
    • Breakthroughs Workshops and Goldwasser Exploratory Workshops
  • Support
    • Annual Fund
    • Funders
    • Industrial Partnerships
  • News & Videos
    • News
    • Videos
  • About

Utility navigation

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