Regret Guarantees for Item-Item Collaborative Filtering

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Regret Guarantees for Item-Item Collaborative Filtering

20 July 2015

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Papers citing "Regret Guarantees for Item-Item Collaborative Filtering"

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Title
Explaining the Success of Nearest Neighbor Methods in Prediction George H. Chen Devavrat Shah OOD 600 148 0 21 Feb 2025
Adversarial Online Collaborative Filtering Stephen Pasteris Fabio Vitale Mark Herbster Claudio Gentile Andre' Panisson 80 0 0 11 Feb 2023
Optimal Algorithms for Latent Bandits with Cluster Structure S. Pal A. Suggala Karthikeyan Shanmugam Prateek Jain 74 9 0 17 Jan 2023
Online Low Rank Matrix Completion Prateek Jain S. Pal 66 9 0 08 Sep 2022
Meta-Adaptive Nonlinear Control: Theory and Algorithms Guanya Shi Kamyar Azizzadenesheli Michael O'Connell Soon-Jo Chung Yisong Yue 104 41 0 11 Jun 2021
Learning User Preferences in Non-Stationary Environments Wasim Huleihel S. Pal O. Shayevitz 119 13 0 29 Jan 2021
Are we Forgetting about Compositional Optimisers in Bayesian Optimisation? Antoine Grosnit Alexander I. Cowen-Rivers Rasul Tutunov Ryan-Rhys Griffiths Jun Wang Haitham Bou-Ammar 98 14 0 15 Dec 2020
Introduction to Multi-Armed Bandits Aleksandrs Slivkins 677 1,024 0 15 Apr 2019
Regret Bounds and Regimes of Optimality for User-User and Item-Item Collaborative Filtering Guy Bresler Mina Karzand 167 14 0 06 Nov 2017
Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model Yihua Li Devavrat Shah Dogyoon Song Chao Yu 400 23 0 13 May 2017