Advertising Media and Target Audience Optimization via High-dimensional Bandits

17 September 2022

Papers citing "Advertising Media and Target Audience Optimization via High-dimensional Bandits"

16 / 16 papers shown

Title
Adaptive Experimentation with Delayed Binary Feedback Zenan Wang Carlos Carrion Xiliang Lin Fuhua Ji Yongjun Bao Weipeng P. Yan OffRL 37 7 0 02 Feb 2022
A Simple Unified Framework for High Dimensional Bandit Problems Wenjie Li Adarsh Barik Jean Honorio 76 24 0 18 Feb 2021
High-Dimensional Sparse Linear Bandits Botao Hao Tor Lattimore Mengdi Wang 67 62 0 08 Nov 2020
Comparison Lift: Bandit-based Experimentation System for Online Advertising Tong Geng Xiliang Lin Harikesh S. Nair Jun Hao Bin Xiang Shurui Fan 8 11 0 16 Sep 2020
Sparsity-Agnostic Lasso Bandit Min Hwan Oh G. Iyengar A. Zeevi 43 45 0 16 Jul 2020
Policy Gradient Optimization of Thompson Sampling Policies Seungki Min C. Moallemi Daniel Russo 18 9 0 30 Jun 2020
Online Causal Inference for Advertising in Real-Time Bidding Auctions Caio Waisman Harikesh S. Nair Carlos Carrion CML 28 9 0 22 Aug 2019
Doubly-Robust Lasso Bandit Gi-Soo Kim M. Paik 51 62 0 26 Jul 2019
Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments Tong Geng Xiliang Lin Harikesh S. Nair 119 10 0 04 Jul 2019
Randomized Exploration in Generalized Linear Bandits Branislav Kveton Manzil Zaheer Csaba Szepesvári Lihong Li Mohammad Ghavamzadeh Craig Boutilier 34 97 0 21 Jun 2019
Mostly Exploration-Free Algorithms for Contextual Bandits Hamsa Bastani Mohsen Bayati Khashayar Khosravi 261 157 0 28 Apr 2017
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits Alekh Agarwal Daniel J. Hsu Satyen Kale John Langford Lihong Li Robert Schapire OffRL 285 505 0 04 Feb 2014
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 180 767 0 13 Jun 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 173 1,130 0 03 Mar 2013
Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit Alexandra Carpentier Rémi Munos 70 102 0 18 May 2012
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 363 2,944 0 28 Feb 2010