Towards a theory of out-of-distribution learning

Towards a theory of out-of-distribution learning

29 September 2021

Tyler M. Tomita

Hayden S. Helm

Carey E. Priebe

Joshua T. Vogelstein

Papers citing "Towards a theory of out-of-distribution learning"

11 / 11 papers shown

Title
Disentangled Representations for Causal Cognition Filippo Torresan Manuel Baltieri CML 27 1 0 30 Jun 2024
Tracking the perspectives of interacting language models Hayden Helm Brandon Duderstadt Youngser Park Carey E. Priebe 33 6 0 17 Jun 2024
Statistical Context Detection for Deep Lifelong Reinforcement Learning Jeffery Dick Saptarshi Nath Christos Peridis Eseoghene Ben-Iwhiwhu Soheil Kolouri Andrea Soltoggio OffRL 48 0 0 29 May 2024
Deep and shallow data science for multi-scale optical neuroscience Gal Mishne Adam Charles 13 1 0 13 Feb 2024
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems Megan M. Baker Alexander New Mario Aguilar-Simon Ziad Al-Halah Sébastien M. R. Arnold ... Zifan Xu A. Yanguas-Gil Harel Yedidsion Shangqun Yu Gautam K. Vallabha 15 15 0 18 Jan 2023
Dimensionless machine learning: Imposing exact units equivariance Soledad Villar Weichi Yao D. Hogg Ben Blum-Smith Bianca Dumitrascu 9 26 0 02 Apr 2022
Mental State Classification Using Multi-graph Features Guodong Chen Hayden S. Helm Kate Lytvynets Weiwei Yang Carey E. Priebe 14 8 0 25 Feb 2022
Prospective Learning: Principled Extrapolation to the Future Ashwin De Silva Rahul Ramesh Pallavi V. Kulkarni M. Shuler Noah J. Cowan ... Andrei A. Rusu Timothy D. Verstynen Konrad Paul Kording Pratik Chaudhari Joshua T. Vogelstein AI4TS 21 2 0 19 Jan 2022
A benchmark with decomposed distribution shifts for 360 monocular depth estimation G. Albanis N. Zioulis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras MDE 20 0 0 01 Dec 2021
Simplest Streaming Trees Haoyin Xu Jayanta Dey Sambit Panda Joshua T. Vogelstein 6 0 0 16 Oct 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017