Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Limitations of Stochastic Selection with Pairwise Independent Priors

Google TechTalks via YouTube

Overview

Explore the limitations of stochastic selection problems with pairwise-independent priors and matroid constraints in this Google TechTalk presented by Neel Patel. Delve into the essentially-optimal bounds for contention resolution and prophet inequalities, examining both negative results for general matroids and positive outcomes for matroids with the partition property. Learn about the construction of pairwise-independent distributions and their impact on balanced offline CRS and competitive prophet inequalities. Discover how random linear maps transform linear independence into stochastic independence, and understand the implications for combinatorial optimization under uncertainty. Gain insights into the speaker's research interests, including algorithmic contract theory, computational economics, and dynamic algorithms for graph problems.

Syllabus

Limitations of Stochastic Selection with Pairwise Independent Priors

Taught by

Google TechTalks

Reviews

Start your review of Limitations of Stochastic Selection with Pairwise Independent Priors

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.