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Multidimensional Binary Search for Contextual Decision-Making

2 November 2016

Papers citing "Multidimensional Binary Search for Contextual Decision-Making"

30 / 30 papers shown

Title
Optimal Design for Reward Modeling in RLHF Antoine Scheid Etienne Boursier Alain Durmus Michael I. Jordan Pierre Ménard Eric Moulines Michal Valko OffRL 401 16 0 22 Oct 2024
Contractual Reinforcement Learning: Pulling Arms with Invisible Hands Jibang Wu Siyu Chen Mengdi Wang Huazheng Wang Haifeng Xu 230 7 0 01 Jul 2024
A Parametric Contextual Online Learning Theory of Brokerage François Bachoc Tommaso Cesari Roberto Colomboni 201 3 0 22 May 2024
Incentivized Learning in Principal-Agent Bandit Games Antoine Scheid D. Tiapkin Etienne Boursier Aymeric Capitaine El-Mahdi El-Mhamdi Eric Moulines Michael I. Jordan Alain Durmus 289 14 0 06 Mar 2024
Utility Fairness in Contextual Dynamic Pricing with Demand LearningSocial Science Research Network (SSRN), 2023 Xi Chen David Simchi-Levi Yining Wang 185 3 0 28 Nov 2023
Dueling Optimization with a Monotone Adversary Avrim Blum Meghal Gupta Gene Li N. Manoj Aadirupa Saha Yuanyuan Yang 98 6 0 18 Nov 2023
Fast Interactive Search with a Scale-Free Comparison Oracle Daniyar Chumbalov Lars Klein Lucas Maystre Matthias Grossglauser 80 0 0 02 Jun 2023
Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage ModelJournal of machine learning research (JMLR), 2023 Rashmi Ranjan Bhuyan Adel Javanmard Sungchul Kim Gourab Mukherjee Ryan Rossi Tong Yu Handong Zhao 151 1 0 28 Mar 2023
Learning in Stackelberg Games with Non-myopic AgentsACM Conference on Economics and Computation (EC), 2022 Nika Haghtalab Thodoris Lykouris Sloan Nietert Alexander Wei 325 40 0 19 Aug 2022
Learning from a Learning User for Optimal RecommendationsInternational Conference on Machine Learning (ICML), 2022 Fan Yao Chuanhao Li Denis Nekipelov Hongning Wang Haifeng Xu 150 6 0 03 Feb 2022
Towards Agnostic Feature-based Dynamic Pricing: Linear Policies vs Linear Valuation with Unknown NoiseInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Jianyu Xu Yu Wang 244 26 0 27 Jan 2022
Fairness-aware Online Price Discrimination with Nonparametric Demand ModelsSocial Science Research Network (SSRN), 2021 Xi Chen Jiameng Lyu Xuan Zhang Yuanshuo Zhou 194 8 0 16 Nov 2021
Margin-Independent Online Multiclass Learning via Convex GeometryNeural Information Processing Systems (NeurIPS), 2021 Guru Guruganesh Allen Liu Jon Schneider Joshua R. Wang 114 0 0 15 Nov 2021
Dynamic pricing and assortment under a contextual MNL demand Vineet Goyal Noémie Périvier 206 22 0 19 Oct 2021
Active Learning for Contextual Search with Binary Feedbacks Xi Chen Quanquan C. Liu Yining Wang 144 0 0 03 Oct 2021
Contextual Inverse Optimization: Offline and Online LearningOperational Research (OR), 2021 Omar Besbes Yuri R. Fonseca Ilan Lobel OffRL 199 22 0 26 Jun 2021
Contextual Recommendations and Low-Regret Cutting-Plane AlgorithmsNeural Information Processing Systems (NeurIPS), 2021 Sreenivas Gollapudi Guru Guruganesh Kostas Kollias Pasin Manurangsi R. Leme Jon Schneider 155 6 0 09 Jun 2021
Learning to Price Against a Moving TargetInternational Conference on Machine Learning (ICML), 2021 R. Leme Balasubramanian Sivan Yifeng Teng Pratik Worah 95 8 0 08 Jun 2021
Logarithmic Regret in Feature-based Dynamic PricingNeural Information Processing Systems (NeurIPS), 2021 Jianyu Xu Yu Wang 208 30 0 20 Feb 2021
Projection-Free Bandit Optimization with Privacy GuaranteesAAAI Conference on Artificial Intelligence (AAAI), 2020 Alina Ene Huy Le Nguyen Adrian Vladu 161 3 0 22 Dec 2020
Optimal Contextual Pricing and Extensions Allen Liu R. Leme Jon Schneider 212 1 0 03 Mar 2020
Contextual Search in the Presence of Adversarial CorruptionsOperational Research (OR), 2020 A. Krishnamurthy Thodoris Lykouris Chara Podimata Robert Schapire 318 5 0 26 Feb 2020
Dynamic Incentive-aware Learning: Robust Pricing in Contextual AuctionsNeural Information Processing Systems (NeurIPS), 2018 Negin Golrezaei Adel Javanmard Vahab Mirrokni 220 104 0 25 Feb 2020
Online Pricing with Reserve Price Constraint for Personal Data MarketsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2019 Chaoyue Niu Zhenzhe Zheng Fan Wu Shaojie Tang Guihai Chen 135 42 0 28 Nov 2019
Incentive-aware Contextual Pricing with Non-parametric Market NoiseInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 Negin Golrezaei Patrick Jaillet Jason Cheuk Nam Liang 230 24 0 08 Nov 2019
Context-Based Dynamic Pricing with Online Clustering Sentao Miao Xi Chen X. Chao Jiaxi Liu Yidong Zhang 258 38 0 17 Feb 2019
Multi-Product Dynamic Pricing in High-Dimensions with Heterogeneous Price Sensitivity Adel Javanmard Hamid Nazerzadeh Simeng Shao 413 21 0 04 Jan 2019
Contextual Search via Intrinsic Volumes R. Leme Jon Schneider 296 46 0 09 Apr 2018
Online Learning with an Unknown Fairness Metric Stephen Gillen Christopher Jung Michael Kearns Aaron Roth FaML 184 148 0 20 Feb 2018
Perishability of Data: Dynamic Pricing under Varying-Coefficient ModelsJournal of machine learning research (JMLR), 2017 Adel Javanmard 177 44 0 13 Jan 2017