Optimistic No-regret Algorithms for Discrete Caching

Optimistic No-regret Algorithms for Discrete Caching

15 August 2022

Georgios Iosifidis

Papers citing "Optimistic No-regret Algorithms for Discrete Caching"

17 / 17 papers shown

Title
Universal Caching Ativ Joshi Abhishek Sinha OffRL 56 2 0 10 May 2022
Online Caching with Optimistic Learning N. Mhaisen Georgios Iosifidis D. Leith 72 12 0 22 Feb 2022
Between Stochastic and Adversarial Online Convex Optimization: Improved Regret Bounds via Smoothness Sarah Sachs Hédi Hadiji T. Erven Cristóbal Guzmán 103 17 0 15 Feb 2022
Lazy Lagrangians with Predictions for Online Learning Daron Anderson Georgios Iosifidis D. Leith 80 6 0 08 Jan 2022
$$k\texttt{-experts}$ -- Online Policies and Fundamental Limits$ $k\texttt{-experts}$ -- Online Policies and Fundamental Limits S. Mukhopadhyay Sourav Sahoo Abhishek Sinha OffRL 52 8 0 15 Oct 2021
No-Regret Caching via Online Mirror Descent T. Si Salem Giovanni Neglia Stratis Ioannidis 34 36 0 29 Jan 2021
LeadCache: Regret-Optimal Caching in Networks Debjit Paria Abhishek Sinha 36 25 0 17 Sep 2020
Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games A. Suggala Praneeth Netrapalli 41 15 0 13 Jun 2020
Online Learning with Imperfect Hints Aditya Bhaskara Ashok Cutkosky Ravi Kumar Manish Purohit 96 58 0 11 Feb 2020
Introduction to Online Convex Optimization Elad Hazan OffRL 150 1,927 0 07 Sep 2019
Online Non-Convex Learning: Following the Perturbed Leader is Optimal A. Suggala Praneeth Netrapalli 110 54 0 19 Mar 2019
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing A. Sadeghi Fatemeh Sheikholeslami A. Marques G. Giannakis 31 53 0 17 Dec 2018
Competitive caching with machine learned advice Thodoris Lykouris Sergei Vassilvitskii 53 386 0 15 Feb 2018
Projection onto the capped simplex Weiran Wang Canyi Lu 52 44 0 03 Mar 2015
Online Linear Optimization via Smoothing Jacob D. Abernethy Chansoo Lee Abhinav Sinha Ambuj Tewari 104 77 0 23 May 2014
Optimization, Learning, and Games with Predictable Sequences Alexander Rakhlin Karthik Sridharan 92 379 0 08 Nov 2013
Follow the Leader If You Can, Hedge If You Must S. D. Rooij T. Erven Peter Grünwald Wouter M. Koolen 169 180 0 03 Jan 2013