On Invariance Penalties for Risk Minimization

On Invariance Penalties for Risk Minimization

17 June 2021

Frank Soboczenski

Papers citing "On Invariance Penalties for Risk Minimization"

13 / 13 papers shown

Title
Out of Distribution Generalization in Machine Learning Martín Arjovsky OOD CML 30 89 0 03 Mar 2021
Linear unit-tests for invariance discovery Benjamin Aubin A. Slowik Martín Arjovsky Léon Bottou David Lopez-Paz OOD 44 31 0 22 Feb 2021
Does Invariant Risk Minimization Capture Invariance? Pritish Kamath Akilesh Tangella Danica J. Sutherland Nathan Srebro OOD 245 127 0 04 Jan 2021
Invariant Representation Learning for Treatment Effect Estimation Claudia Shi Victor Veitch David M. Blei OOD CML 30 30 0 24 Nov 2020
The Risks of Invariant Risk Minimization Elan Rosenfeld Pradeep Ravikumar Andrej Risteski OOD 62 308 0 12 Oct 2020
Learning explanations that are hard to vary Giambattista Parascandolo Alexander Neitz Antonio Orvieto Luigi Gresele Bernhard Schölkopf FAtt 56 180 0 01 Sep 2020
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 61 1,129 0 02 Jul 2020
Learning Causal Models Online Khurram Javed Martha White Yoshua Bengio CML 41 33 0 12 Jun 2020
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 288 921 0 02 Mar 2020
Unshuffling Data for Improved Generalization Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD 52 78 0 27 Feb 2020
Invariant Risk Minimization Games Kartik Ahuja Karthikeyan Shanmugam Kush R. Varshney Amit Dhurandhar OOD 53 248 0 11 Feb 2020
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 164 2,190 0 05 Jul 2019
Recognition in Terra Incognita Sara Beery Grant Van Horn Pietro Perona 82 835 0 13 Jul 2018