An Adversarial Approach to Structural Estimation

13 July 2020

Papers citing "An Adversarial Approach to Structural Estimation"

18 / 18 papers shown

Title
Pre-Training Estimators for Structural Models: Application to Consumer Search Yanhao 'Max' Wei Zhenling Jiang 121 0 0 01 May 2025
Function approximation by deep networks H. Mhaskar T. Poggio 65 23 0 30 May 2019
Deep Generalized Method of Moments for Instrumental Variable Analysis Andrew Bennett Nathan Kallus Tobias Schnabel 57 128 0 29 May 2019
How Well Generative Adversarial Networks Learn Distributions Tengyuan Liang GAN 46 95 0 07 Nov 2018
Deep Neural Networks for Estimation and Inference M. Farrell Tengyuan Liang S. Misra BDL 160 254 0 26 Sep 2018
Adversarial Generalized Method of Moments Greg Lewis Vasilis Syrgkanis GAN 30 59 0 19 Mar 2018
Orthogonal Machine Learning: Power and Limitations Lester W. Mackey Vasilis Syrgkanis Ilias Zadik 130 42 0 01 Nov 2017
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 214 810 0 22 Aug 2017
Indirect Inference with a Non-Smooth Criterion Function David T. Frazier Tatsushi Oka Dan Zhu 40 11 0 08 Aug 2017
Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks Peter L. Bartlett Nick Harvey Christopher Liaw Abbas Mehrabian 195 431 0 08 Mar 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 79 2,106 0 17 Jan 2017
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 187 1,226 0 03 Oct 2016
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization Sebastian Nowozin Botond Cseke Ryota Tomioka GAN 137 1,654 0 02 Jun 2016
Generalized Indirect Inference for Discrete Choice Models M. Bruins James A. Duffy M. Keane Anthony Smith 36 58 0 22 Jul 2015
Breaking the Curse of Dimensionality with Convex Neural Networks Francis R. Bach 174 706 0 30 Dec 2014
Convergence of linear functionals of the Grenander estimator under misspecification H. Jankowski 79 32 0 27 Jul 2012
A local maximal inequality under uniform entropy A. van der Vaart J. Wellner 85 80 0 26 Dec 2010
Efficient Simulation-Based Minimum Distance Estimation and Indirect Inference Richard Nickl B. M. Potscher 113 15 0 04 Aug 2009