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 106 13 0 30 Jan 2022
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 159 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 152 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 36 176 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 417 610 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 195 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 133 244 0 29 Dec 2014
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 120 1,547 0 22 Sep 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 190 4,251 0 04 Jun 2013
Quantile and Probability Curves Without Crossing Victor Chernozhukov Iván Fernández-Val Alfred Galichon 516 521 0 27 Apr 2007

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.