Customizing ML Predictions for Online Algorithms

18 May 2022

Papers citing "Customizing ML Predictions for Online Algorithms"

13 / 13 papers shown

Title
Equilibria in multiagent online problems with predictions Gabriel Istrate C. Bonchis Victor Bogdan 36 2 0 20 May 2024
Online Dynamic Acknowledgement with Learned Predictions Sungjin Im Benjamin Moseley Chenyang Xu Ruilong Zhang 8 4 0 25 May 2023
A Survey of Machine Learning-Based Ride-Hailing Planning Dacheng Wen Yupeng Li F. Lau 24 4 0 26 Mar 2023
Online TSP with Predictions Hsiao-Yu Hu Hao-Ting Wei Meng-Hsi Li Kai-Min Chung Chung-Shou Liao 18 3 0 30 Jun 2022
Online Algorithms with Multiple Predictions Keerti Anand Rong Ge Ajay Kumar Debmalya Panigrahi 27 34 0 08 May 2022
Expert-Calibrated Learning for Online Optimization with Switching Costs Pengfei Li Jianyi Yang Shaolei Ren 29 11 0 18 Apr 2022
Permutation Predictions for Non-Clairvoyant Scheduling Alexander Lindermayr Nicole Megow 27 30 0 21 Feb 2022
Learning Predictions for Algorithms with Predictions M. Khodak Maria-Florina Balcan Ameet Talwalkar Sergei Vassilvitskii 21 25 0 18 Feb 2022
Learning-Augmented Algorithms for Online Steiner Tree Chenyang Xu Benjamin Moseley 28 17 0 10 Dec 2021
Online Search With Best-Price and Query-Based Predictions Spyros Angelopoulos Shahin Kamali Dehou Zhang 38 9 0 02 Dec 2021
Faster Matchings via Learned Duals M. Dinitz Sungjin Im Thomas Lavastida Benjamin Moseley Sergei Vassilvitskii 19 66 0 20 Jul 2021
Online Bin Packing with Predictions Spyros Angelopoulos Shahin Kamali Kimia Shadkami 38 25 0 05 Feb 2021
Learnable and Instance-Robust Predictions for Online Matching, Flows and Load Balancing Thomas Lavastida Benjamin Moseley R. Ravi Chenyang Xu OOD 34 56 0 23 Nov 2020