Learning User Preferences in Non-Stationary Environments

29 January 2021

Papers citing "Learning User Preferences in Non-Stationary Environments"

16 / 16 papers shown

Title
Filtering with Time-frequency Analysis: An Adaptive and Lightweight Model for Sequential Recommender Systems Based on Discrete Wavelet Transform Sheng Lu Mingxi Ge Jiuyi Zhang Wanli Zhu Guanjin Li Fangming Gu AI4TS 119 0 0 30 Mar 2025
A Simple Approach for Non-stationary Linear Bandits Peng Zhao Lijun Zhang Yuan Jiang Zhi Zhou 61 85 0 09 Mar 2021
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free Yifang Chen Chung-Wei Lee Haipeng Luo Chen-Yu Wei 127 134 0 03 Feb 2019
Bilinear Bandits with Low-rank Structure Kwang-Sung Jun Rebecca Willett S. Wright Robert D. Nowak 84 60 0 08 Jan 2019
Stochastic Low-Rank Bandits Branislav Kveton Csaba Szepesvári Anup B. Rao Zheng Wen Yasin Abbasi-Yadkori S. Muthukrishnan 65 40 0 13 Dec 2017
Regret Bounds and Regimes of Optimality for User-User and Item-Item Collaborative Filtering Guy Bresler Mina Karzand 148 14 0 06 Nov 2017
Efficient Contextual Bandits in Non-stationary Worlds Haipeng Luo Chen-Yu Wei Alekh Agarwal John Langford 70 133 0 05 Aug 2017
The Sample Complexity of Online One-Class Collaborative Filtering Reinhard Heckel Kannan Ramchandran 38 17 0 31 May 2017
Item Recommendation with Evolving User Preferences and Experience Subhabrata Mukherjee Hemank Lamba Gerhard Weikum 18 4 0 06 May 2017
Regret Guarantees for Item-Item Collaborative Filtering Guy Bresler Devavrat Shah L. Voloch 219 29 0 20 Jul 2015
A Latent Source Model for Online Collaborative Filtering Guy Bresler George H. Chen Devavrat Shah FedML 230 59 0 31 Oct 2014
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 183 434 0 20 Jul 2013
Linear Bandits in High Dimension and Recommendation Systems Y. Deshpande Andrea Montanari OffRL 129 71 0 08 Jan 2013
Clustered Bandits Loc X. Bui Ramesh Johari Shie Mannor 136 17 0 19 Jun 2012
A Stochastic Model for Collaborative Recommendation Gérard Biau B. Cadre L. Rouviere 110 29 0 13 Oct 2009
On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems Aurélien Garivier Eric Moulines 91 295 0 22 May 2008