Customizing ML Predictions for Online Algorithms

18 May 2022

Papers citing "Customizing ML Predictions for Online Algorithms"

10 / 10 papers shown

Title
Improving Online Algorithms via ML Predictions Ravi Kumar Manish Purohit Zoya Svitkina 70 318 0 25 Jul 2024
Equilibria in multiagent online problems with predictions Gabriel Istrate C. Bonchis Victor Bogdan 84 2 0 20 May 2024
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment Chen Huang Shuangfei Zhai Walter A. Talbott Miguel Angel Bautista Shi Sun Carlos Guestrin J. Susskind 75 76 0 15 May 2019
A Model for Learned Bloom Filters, and Optimizing by Sandwiching Michael Mitzenmacher 59 185 0 03 Jan 2019
Minimax Lower Bounds for Cost Sensitive Classification Parameswaran Kamalaruban Robert C. Williamson 15 3 0 20 May 2018
Competitive caching with machine learned advice Thodoris Lykouris Sergei Vassilvitskii 67 388 0 15 Feb 2018
Revenue Optimization with Approximate Bid Predictions Andrés Munoz Medina Sergei Vassilvitskii 48 98 0 15 Jun 2017
Learning Simple Auctions Jamie Morgenstern Tim Roughgarden 68 127 0 11 Apr 2016
The Limitations of Optimization from Samples Eric Balkanski A. Rubinstein Yaron Singer 60 58 0 19 Dec 2015
A PAC Approach to Application-Specific Algorithm Selection Rishi Gupta Tim Roughgarden 81 118 0 23 Nov 2015