Media Summary: March 25, 2021 talk in the IGAFIT (Interest Group on Algorithmic Foundations of Information Technology) Algorithmic Colloquium. Three motivating examples. Pros and cons of Finish LP decoding of LDPC codes (see Lecture 11 notes).

Beyond Worst Case Analysis Workshop Introduction Tim Roughgarden - Detailed Analysis & Overview

March 25, 2021 talk in the IGAFIT (Interest Group on Algorithmic Foundations of Information Technology) Algorithmic Colloquium. Three motivating examples. Pros and cons of Finish LP decoding of LDPC codes (see Lecture 11 notes). Pricing to maximize expected revenue with an unknown distribution. Full From unknown input distributions to restricted instance optimality. Stable clustering, part 1. The k-median problem and the BBG algorithm. Full

Instance optimality in computational geometry. Full

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Beyond Worst Case Analysis Workshop Introduction - Tim Roughgarden
Beyond Worst-Case Analysis (IGAFIT Algorithmic Colloquium, March 25, 2021)
Beyond Worst-Case Analysis (Lecture 1: Three Motivating Examples)
Beyond Worst-Case Analysis (Lecture 12: LP Decoding/Introduction to Smoothed Analysis)
Beyond Worst-Case Analysis (Lecture 5: Computing Independent Sets:A Parameterized Analysis)
Beyond Worst-Case Analysis (Lecture 13: Smoothed Analysis of Local Search)
Beyond Worst-Case Analysis (Lecture 11: LP Decoding)
Beyond Worst-Case Analysis (Lecture 18: Pricing with an Unknown Distribution)
Beyond Worst-Case Analysis (Lecture 17: Self-Improving Algorithms)
Beyond Worst-Case Analysis (Lecture 20: From Unknown Input Distributions to Instance Optimality)
Beyond Worst-Case Analysis (Lecture 6: Clustering in Approximation-Stable Instances)
Beyond Worst-Case Analysis (Lecture 2: Instance-Optimal Geometric Algorithms)
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Beyond Worst Case Analysis Workshop Introduction - Tim Roughgarden

Beyond Worst Case Analysis Workshop Introduction - Tim Roughgarden

Introduction

Beyond Worst-Case Analysis (IGAFIT Algorithmic Colloquium, March 25, 2021)

Beyond Worst-Case Analysis (IGAFIT Algorithmic Colloquium, March 25, 2021)

March 25, 2021 talk in the IGAFIT (Interest Group on Algorithmic Foundations of Information Technology) Algorithmic Colloquium.

Beyond Worst-Case Analysis (Lecture 1: Three Motivating Examples)

Beyond Worst-Case Analysis (Lecture 1: Three Motivating Examples)

Three motivating examples. Pros and cons of

Beyond Worst-Case Analysis (Lecture 12: LP Decoding/Introduction to Smoothed Analysis)

Beyond Worst-Case Analysis (Lecture 12: LP Decoding/Introduction to Smoothed Analysis)

Finish LP decoding of LDPC codes (see Lecture 11 notes).

Beyond Worst-Case Analysis (Lecture 5: Computing Independent Sets:A Parameterized Analysis)

Beyond Worst-Case Analysis (Lecture 5: Computing Independent Sets:A Parameterized Analysis)

Case

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Beyond Worst-Case Analysis (Lecture 13: Smoothed Analysis of Local Search)

Beyond Worst-Case Analysis (Lecture 13: Smoothed Analysis of Local Search)

Smoothed

Beyond Worst-Case Analysis (Lecture 11: LP Decoding)

Beyond Worst-Case Analysis (Lecture 11: LP Decoding)

LP decoding of LDPC codes. Full

Beyond Worst-Case Analysis (Lecture 18: Pricing with an Unknown Distribution)

Beyond Worst-Case Analysis (Lecture 18: Pricing with an Unknown Distribution)

Pricing to maximize expected revenue with an unknown distribution. Full

Beyond Worst-Case Analysis (Lecture 17: Self-Improving Algorithms)

Beyond Worst-Case Analysis (Lecture 17: Self-Improving Algorithms)

Self-improving algorithms. Full

Beyond Worst-Case Analysis (Lecture 20: From Unknown Input Distributions to Instance Optimality)

Beyond Worst-Case Analysis (Lecture 20: From Unknown Input Distributions to Instance Optimality)

From unknown input distributions to restricted instance optimality.

Beyond Worst-Case Analysis (Lecture 6: Clustering in Approximation-Stable Instances)

Beyond Worst-Case Analysis (Lecture 6: Clustering in Approximation-Stable Instances)

Stable clustering, part 1. The k-median problem and the BBG algorithm. Full

Beyond Worst-Case Analysis (Lecture 2: Instance-Optimal Geometric Algorithms)

Beyond Worst-Case Analysis (Lecture 2: Instance-Optimal Geometric Algorithms)

Instance optimality in computational geometry. Full

Beyond Worst-Case Analysis (Lecture 4: Parameterized Analysis of Online Paging)

Beyond Worst-Case Analysis (Lecture 4: Parameterized Analysis of Online Paging)

Case