Parsimonious Learning-Augmented Caching

Parsimonious Learning-Augmented Caching

9 February 2022

Papers citing "Parsimonious Learning-Augmented Caching"

13 / 13 papers shown

Title
Overcoming Brittleness in Pareto-Optimal Learning-Augmented Algorithms Spyros Angelopoulos Christoph Durr Alex Elenter Yanni Lefki 26 2 0 07 Aug 2024
Learning-Augmented Priority Queues Ziyad Benomar Christian Coester 28 6 0 07 Jun 2024
Non-clairvoyant Scheduling with Partial Predictions Ziyad Benomar Vianney Perchet 23 6 0 02 May 2024
Algorithms for Caching and MTS with reduced number of predictions Karim Abdel Sadek Marek Elias 21 5 0 09 Apr 2024
Improved Frequency Estimation Algorithms with and without Predictions Anders Aamand Justin Y. Chen Huy Le Nguyen Sandeep Silwal A. Vakilian 24 6 0 12 Dec 2023
On Optimal Consistency-Robustness Trade-Off for Learning-Augmented Multi-Option Ski Rental Yongho Shin Changyeol Lee Hyung-Chan An 19 0 0 05 Dec 2023
Learning-Augmented Scheduling for Solar-Powered Electric Vehicle Charging Tongxin Li 24 0 0 10 Nov 2023
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions Tongxin Li Yiheng Lin Shaolei Ren Adam Wierman AAML OffRL 32 6 0 20 Jul 2023
Mixing predictions for online metric algorithms A. Antoniadis Christian Coester Marek Eliáš Adam Polak Bertrand Simon 18 12 0 04 Apr 2023
Improved Learning-Augmented Algorithms for the Multi-Option Ski Rental Problem via Best-Possible Competitive Analysis Yongho Shin Changyeol Lee Gukryeol Lee Hyung-Chan An 21 10 0 14 Feb 2023
Online Learning and Bandits with Queried Hints Aditya Bhaskara Sreenivas Gollapudi Sungjin Im Kostas Kollias Kamesh Munagala 33 9 0 04 Nov 2022
Paging with Succinct Predictions A. Antoniadis J. Boyar Marek Eliáš Lene M. Favrholdt R. Hoeksma Kim S. Larsen Adam Polak Bertrand Simon OOD 24 15 0 06 Oct 2022
Logarithmic Regret from Sublinear Hints Aditya Bhaskara Ashok Cutkosky Ravi Kumar Manish Purohit 57 17 0 09 Nov 2021