research
∙
03/14/2023
Is forgetting less a good inductive bias for forward transfer?
One of the main motivations of studying continual learning is that the p...
share
research
∙
02/01/2022
Architecture Matters in Continual Learning
A large body of research in continual learning is devoted to overcoming ...
research
∙
11/03/2021
One Pass ImageNet
We present the One Pass ImageNet (OPIN) problem, which aims to study the...
research
∙
10/21/2021
Wide Neural Networks Forget Less Catastrophically
A growing body of research in continual learning is devoted to overcomin...
research
∙
10/09/2020
Linear Mode Connectivity in Multitask and Continual Learning
Continual (sequential) training and multitask (simultaneous) training ar...
research
∙
06/17/2020
A maximum-entropy approach to off-policy evaluation in average-reward MDPs
This work focuses on off-policy evaluation (OPE) with function approxima...
research
∙
02/07/2019
Hybrid Models with Deep and Invertible Features
We propose a neural hybrid model consisting of a linear model defined on...
research
∙
10/22/2018