Fast Nonlinear Vector Quantile Regression

Fast Nonlinear Vector Quantile Regression

30 May 2022

Aviv A. Rosenberg

Papers citing "Fast Nonlinear Vector Quantile Regression"

14 / 14 papers shown

Title
Deep Non-Crossing Quantiles through the Partial Derivative Axel Brando J. Gimeno Jose A. Rodríguez-Serrano Jordi Vitrià 115 13 0 30 Jan 2022
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 168 36 0 02 Oct 2021
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark Alexander Korotin Lingxiao Li Aude Genevay Justin Solomon Alexander N. Filippov Evgeny Burnaev OT 132 87 0 03 Jun 2021
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 161 68 0 18 May 2021
Kernel Operations on the GPU, with Autodiff, without Memory Overflows Benjamin Charlier Jean Feydy J. Glaunès François-David Collin G. Durif 38 176 0 27 Mar 2020
Lecture Notes: Optimization for Machine Learning Elad Hazan 35 10 0 08 Sep 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 441 610 0 08 May 2019
PyOD: A Python Toolbox for Scalable Outlier Detection Yue Zhao Zain Nasrullah Zheng Li 71 721 0 06 Jan 2019
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 201 2,143 0 01 Mar 2018
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 73 465 0 27 May 2016
Monge-Kantorovich Depth, Quantiles, Ranks, and Signs Victor Chernozhukov Alfred Galichon Marc Hallin Marc Henry 139 244 0 29 Dec 2014
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 120 1,548 0 22 Sep 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 199 4,258 0 04 Jun 2013
Quantile and Probability Curves Without Crossing Victor Chernozhukov Iván Fernández-Val Alfred Galichon 540 521 0 27 Apr 2007