Out-of-Variable Generalization for Discriminative Models

16 April 2023

Papers citing "Out-of-Variable Generalization for Discriminative Models"

7 / 7 papers shown

Title
Causal vs. Anticausal merging of predictors Sergio Hernan Garrido Mejia Patrick Blobaum Bernhard Schölkopf Dominik Janzing 34 0 0 14 Jan 2025
LBC: Language-Based-Classifier for Out-Of-Variable Generalization Kangjun Noh Baekryun Seong Hoyoon Byun Youngjun Choi Sungjin Song Kyungwoo Song 31 0 0 20 Aug 2024
Invariant and Transportable Representations for Anti-Causal Domain Shifts Yibo Jiang Victor Veitch OOD 121 32 0 04 Jul 2022
Causal Inference Through the Structural Causal Marginal Problem Luigi Gresele Julius von Kügelgen Jonas M. Kubler Elke Kirschbaum Bernhard Schölkopf Dominik Janzing 9 19 0 02 Feb 2022
A Review of Generalizability and Transportability Irina Degtiar Sherri Rose CML 23 202 0 23 Feb 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 898 0 02 Mar 2020
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,316 0 28 May 2015