Machine Learning based Framework for Robust Price-Sensitivity Estimation
with Application to Airline Pricing

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Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing

4 May 2022

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Papers citing "Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing"

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Title
Reinforcement learning Florentin Wörgötter 86 2,529 0 16 May 2024
Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach Junhao Hua Ling Yan Huan Xu Cheng Yang 41 17 0 18 May 2021
Machine Learning Methods Economists Should Know About Susan Athey Guido Imbens 96 682 0 24 Mar 2019
Regularized Orthogonal Machine Learning for Nonlinear Semiparametric Models Denis Nekipelov Vira Semenova Vasilis Syrgkanis 85 20 0 13 Jun 2018
Orthogonal Random Forest for Causal Inference Miruna Oprescu Vasilis Syrgkanis Zhiwei Steven Wu CML 110 111 0 09 Jun 2018
Orthogonal Machine Learning: Power and Limitations Lester W. Mackey Vasilis Syrgkanis Ilias Zadik 204 42 0 01 Nov 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 228 749 0 24 May 2017
Generalized Random Forests Susan Athey J. Tibshirani Stefan Wager 353 1,370 0 05 Oct 2016
Dynamic Pricing in High-dimensions Adel Javanmard Hamid Nazerzadeh 216 141 0 24 Sep 2016
Wide & Deep Learning for Recommender Systems Heng-Tze Cheng L. Koc Jeremiah Harmsen T. Shaked Tushar Chandra ... Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu Hemal Shah HAI VLM 200 3,675 0 24 Jun 2016
Dynamic Pricing with Demand Covariates Sheng Qiang Mohsen Bayati 149 117 0 25 Apr 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 395 2,498 0 14 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 486 16,916 0 20 Dec 2013