A Latent Source Model for Online Collaborative Filtering

A Latent Source Model for Online Collaborative Filtering

31 October 2014

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Papers citing "A Latent Source Model for Online Collaborative Filtering"

19 / 19 papers shown

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
Learning User Preferences in Non-Stationary Environments Wasim Huleihel S. Pal O. Shayevitz 119 13 0 29 Jan 2021
Regret in Online Recommendation Systems Kaito Ariu Narae Ryu Seyoung Yun Alexandre Proutiere 60 6 0 23 Oct 2020
Machine Learning in/for Blockchain: Future and Challenges Fang Chen Hong Wan Hua Cai Guangquan Cheng 90 39 0 12 Sep 2019
Introduction to Multi-Armed Bandits Aleksandrs Slivkins 677 1,024 0 15 Apr 2019
Active Learning in Recommendation Systems with Multi-level User Preferences Yuheng Bu Kevin Small 78 5 0 30 Nov 2018
Regret vs. Bandwidth Trade-off for Recommendation Systems Linqi Song Christina Fragouli Devavrat Shah 20 1 0 15 Oct 2018
Scalable Recommender Systems through Recursive Evidence Chains Elias Tragas Calvin Luo Maxime Gazeau Kevin Luk David Duvenaud LRM 25 1 0 05 Jul 2018
Regret Bounds and Regimes of Optimality for User-User and Item-Item Collaborative Filtering Guy Bresler Mina Karzand 167 14 0 06 Nov 2017
The Sample Complexity of Online One-Class Collaborative Filtering Reinhard Heckel Kannan Ramchandran 55 17 0 31 May 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
Boolean kernels for collaborative filtering in top-N item recommendation Mirko Polato F. Aiolli 41 21 0 21 Dec 2016
Low-rank Bandits with Latent Mixtures Aditya Gopalan Odalric-Ambrym Maillard Mohammadi Zaki 121 28 0 06 Sep 2016
Context-Aware Bandits Shuai Li Purushottam Kar 72 13 0 12 Oct 2015
Regret Guarantees for Item-Item Collaborative Filtering Guy Bresler Devavrat Shah L. Voloch 257 29 0 20 Jul 2015
Bayesian regression and Bitcoin Devavrat Shah Kang Zhang 47 160 0 06 Oct 2014