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Dynamic Pricing in High-dimensions
v1v2v3v4 (latest)

Dynamic Pricing in High-dimensions

24 September 2016
Adel Javanmard
Hamid Nazerzadeh
ArXiv (abs)PDFHTML

Papers citing "Dynamic Pricing in High-dimensions"

50 / 62 papers shown
Strategy-robust Online Learning in Contextual Pricing
Strategy-robust Online Learning in Contextual Pricing
Joon Suk Huh
Kirthevasan Kandasamy
167
1
0
25 Nov 2025
Contextual Learning for Stochastic Optimization
Contextual Learning for Stochastic OptimizationACM Conference on Economics and Computation (EC), 2025
Anna Heuser
Thomas Kesselheim
237
2
0
22 May 2025
Dynamic Assortment Selection and Pricing with Censored Preference Feedback
Dynamic Assortment Selection and Pricing with Censored Preference FeedbackInternational Conference on Learning Representations (ICLR), 2025
Jung-hun Kim
Min-hwan Oh
280
1
0
03 Apr 2025
Parameter-Adaptive Dynamic Pricing
Parameter-Adaptive Dynamic Pricing
Xueping Gong
Jiheng Zhang
287
0
0
02 Mar 2025
Dynamic Pricing in the Linear Valuation Model using Shape Constraints
Dynamic Pricing in the Linear Valuation Model using Shape Constraints
Daniele Bracale
Moulinath Banerjee
Yuekai Sun
Kevin Stoll
Salam Turki
431
3
0
09 Feb 2025
Learning to Price with Resource Constraints: From Full Information to Machine-Learned Prices
Learning to Price with Resource Constraints: From Full Information to Machine-Learned Prices
Ruicheng Ao
Jiashuo Jiang
D. Simchi-Levi
372
3
0
24 Jan 2025
Multi-Task Dynamic Pricing in Credit Market with Contextual Information
Multi-Task Dynamic Pricing in Credit Market with Contextual Information
Adel Javanmard
Jingwei Ji
Renyuan Xu
576
1
0
18 Oct 2024
Minimax Optimality in Contextual Dynamic Pricing with General Valuation Models
Minimax Optimality in Contextual Dynamic Pricing with General Valuation Models
Xueping Gong
Wei You
Jiheng Zhang
357
0
0
24 Jun 2024
Improved Algorithms for Contextual Dynamic Pricing
Improved Algorithms for Contextual Dynamic Pricing
Matilde Tullii
Solenne Gaucher
Nadav Merlis
Vianney Perchet
639
13
0
17 Jun 2024
A Parametric Contextual Online Learning Theory of Brokerage
A Parametric Contextual Online Learning Theory of Brokerage
François Bachoc
Tommaso Cesari
Roberto Colomboni
326
2
0
22 May 2024
Incentivized Learning in Principal-Agent Bandit Games
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
403
17
0
06 Mar 2024
Bandit Profit-maximization for Targeted Marketing
Bandit Profit-maximization for Targeted Marketing
Joon Suk Huh
Ellen Vitercik
Kirthevasan Kandasamy
203
0
0
03 Mar 2024
Pricing with Contextual Elasticity and Heteroscedastic Valuation
Pricing with Contextual Elasticity and Heteroscedastic Valuation
Jianyu Xu
Yu-Xiang Wang
233
3
0
26 Dec 2023
Utility Fairness in Contextual Dynamic Pricing with Demand Learning
Utility Fairness in Contextual Dynamic Pricing with Demand LearningSocial Science Research Network (SSRN), 2023
Xi Chen
David Simchi-Levi
Yining Wang
305
8
0
28 Nov 2023
Doubly High-Dimensional Contextual Bandits: An Interpretable Model for
  Joint Assortment-Pricing
Doubly High-Dimensional Contextual Bandits: An Interpretable Model for Joint Assortment-PricingSocial Science Research Network (SSRN), 2023
Junhui Cai
Ran Chen
Martin J. Wainwright
Linda H. Zhao
282
7
0
14 Sep 2023
Contextual Dynamic Pricing with Strategic Buyers
Contextual Dynamic Pricing with Strategic BuyersJournal of the American Statistical Association (JASA), 2023
Pang-Tung Liu
Zhuoran Yang
Zhaoran Wang
W. Sun
534
10
0
08 Jul 2023
Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model
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
297
2
0
28 Mar 2023
High-Dimensional Dynamic Pricing under Non-Stationarity: Learning and
  Earning with Change-Point Detection
High-Dimensional Dynamic Pricing under Non-Stationarity: Learning and Earning with Change-Point DetectionSocial Science Research Network (SSRN), 2023
Zifeng Zhao
Feiyu Jiang
Yi Yu
Xi Chen
390
4
0
14 Mar 2023
Phase Transitions in Learning and Earning under Price Protection
  Guarantee
Phase Transitions in Learning and Earning under Price Protection GuaranteeSocial Science Research Network (SSRN), 2022
Qing Feng
Ruihao Zhu
Stefanus Jasin
173
0
0
03 Nov 2022
A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design
A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design
Rui Ai
Boxiang Lyu
Zhaoran Wang
Zhuoran Yang
Michael I. Jordan
309
4
0
19 Oct 2022
Doubly Fair Dynamic Pricing
Doubly Fair Dynamic PricingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Jianyu Xu
Dan Qiao
Yu Wang
319
11
0
23 Sep 2022
Learning to Sell a Focal-ancillary Combination
Learning to Sell a Focal-ancillary Combination
Hanrui Wang
Xiaocheng Li
Kalyan Talluri
206
0
0
23 Jul 2022
Machine Learning based Framework for Robust Price-Sensitivity Estimation
  with Application to Airline Pricing
Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing
Ravi Kumar
Shahin Boluki
Karl Isler
Jonas Rauch
Darius Walczak
OOD
211
3
0
04 May 2022
Convex Surrogate Loss Functions for Contextual Pricing with Transaction
  Data
Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data
Max Biggs
OffRL
318
1
0
16 Feb 2022
Regulatory Instruments for Fair Personalized Pricing
Regulatory Instruments for Fair Personalized PricingThe Web Conference (WWW), 2022
Renzhe Xu
Xingxuan Zhang
Pengbi Cui
Yangqiu Song
Zheyan Shen
Jiazheng Xu
317
16
0
09 Feb 2022
Towards Agnostic Feature-based Dynamic Pricing: Linear Policies vs
  Linear Valuation with Unknown Noise
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
300
28
0
27 Jan 2022
On Dynamic Pricing with Covariates
On Dynamic Pricing with Covariates
Hanrui Wang
Kalyan Talluri
Xiaocheng Li
303
13
0
25 Dec 2021
Loss Functions for Discrete Contextual Pricing with Observational Data
Loss Functions for Discrete Contextual Pricing with Observational Data
Max Biggs
Ruijiang Gao
Wei-Ju Sun
432
10
0
18 Nov 2021
Fairness-aware Online Price Discrimination with Nonparametric Demand
  Models
Fairness-aware Online Price Discrimination with Nonparametric Demand ModelsSocial Science Research Network (SSRN), 2021
Xi Chen
Jiameng Lyu
Xuan Zhang
Yuanshuo Zhou
295
9
0
16 Nov 2021
Stateful Offline Contextual Policy Evaluation and Learning
Stateful Offline Contextual Policy Evaluation and Learning
Nathan Kallus
Angela Zhou
OffRL
190
6
0
19 Oct 2021
Dynamic pricing and assortment under a contextual MNL demand
Dynamic pricing and assortment under a contextual MNL demand
Vineet Goyal
Noémie Périvier
314
24
0
19 Oct 2021
Active Learning for Contextual Search with Binary Feedbacks
Active Learning for Contextual Search with Binary Feedbacks
Xi Chen
Quanquan C. Liu
Yining Wang
217
0
0
03 Oct 2021
Distribution-free Contextual Dynamic Pricing
Distribution-free Contextual Dynamic Pricing
Yiyun Luo
W. Sun
Yufeng Liu
474
44
0
15 Sep 2021
Policy Optimization Using Semi-parametric Models for Dynamic Pricing
Policy Optimization Using Semi-parametric Models for Dynamic Pricing
Jianqing Fan
Yongyi Guo
Mengxin Yu
386
43
0
13 Sep 2021
Differential Privacy in Personalized Pricing with Nonparametric Demand
  Models
Differential Privacy in Personalized Pricing with Nonparametric Demand ModelsOperational Research (OR), 2021
Xi Chen
Sentao Miao
Yining Wang
212
38
0
10 Sep 2021
Learning to Bid in Contextual First Price Auctions
Learning to Bid in Contextual First Price AuctionsThe Web Conference (WWW), 2021
Ashwinkumar Badanidiyuru
Zhe Feng
Guru Guruganesh
231
23
0
07 Sep 2021
Learning to Price Against a Moving Target
Learning to Price Against a Moving TargetInternational Conference on Machine Learning (ICML), 2021
R. Leme
Balasubramanian Sivan
Yifeng Teng
Pratik Worah
155
8
0
08 Jun 2021
Multinomial Logit Contextual Bandits: Provable Optimality and
  Practicality
Multinomial Logit Contextual Bandits: Provable Optimality and PracticalityAAAI Conference on Artificial Intelligence (AAAI), 2019
Min Hwan Oh
G. Iyengar
235
28
0
25 Mar 2021
Logarithmic Regret in Feature-based Dynamic Pricing
Logarithmic Regret in Feature-based Dynamic PricingNeural Information Processing Systems (NeurIPS), 2021
Jianyu Xu
Yu Wang
301
32
0
20 Feb 2021
Perturbed Pricing
Perturbed Pricing
N. Walton
Yuqing Zhang
169
1
0
23 Oct 2020
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning
Privacy-Preserving Dynamic Personalized Pricing with Demand LearningManagement Sciences (MS), 2020
Xi Chen
D. Simchi-Levi
Yining Wang
364
76
0
27 Sep 2020
Dimension Reduction in Contextual Online Learning via Nonparametric
  Variable Selection
Dimension Reduction in Contextual Online Learning via Nonparametric Variable SelectionJournal of machine learning research (JMLR), 2020
Siyuan Li
Yi Xiong
Alekh Agarwal
351
6
0
17 Sep 2020
Online Regularization towards Always-Valid High-Dimensional Dynamic
  Pricing
Online Regularization towards Always-Valid High-Dimensional Dynamic Pricing
ChiHua Wang
Zhanyu Wang
W. Sun
Guang Cheng
368
12
0
05 Jul 2020
Model Distillation for Revenue Optimization: Interpretable Personalized
  Pricing
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing
Max Biggs
Wei-Ju Sun
M. Ettl
407
42
0
03 Jul 2020
Optimal Contextual Pricing and Extensions
Optimal Contextual Pricing and Extensions
Allen Liu
R. Leme
Jon Schneider
321
1
0
03 Mar 2020
Contextual Search in the Presence of Adversarial Corruptions
Contextual Search in the Presence of Adversarial CorruptionsOperational Research (OR), 2020
A. Krishnamurthy
Thodoris Lykouris
Chara Podimata
Robert Schapire
477
6
0
26 Feb 2020
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed
  Analysis
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed AnalysisInternational Conference on Machine Learning (ICML), 2020
V. Sivakumar
Zhiwei Steven Wu
A. Banerjee
201
24
0
26 Feb 2020
Dynamic Incentive-aware Learning: Robust Pricing in Contextual Auctions
Dynamic Incentive-aware Learning: Robust Pricing in Contextual AuctionsNeural Information Processing Systems (NeurIPS), 2018
Negin Golrezaei
Adel Javanmard
Vahab Mirrokni
266
104
0
25 Feb 2020
Incentive-aware Contextual Pricing with Non-parametric Market Noise
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
398
26
0
08 Nov 2019
Smoothness-Adaptive Contextual Bandits
Smoothness-Adaptive Contextual BanditsOperational Research (OR), 2019
Y. Gur
Ahmadreza Momeni
Stefan Wager
467
21
0
22 Oct 2019
12
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