papers
Publications (4)
astro-ph.GA2015
The NANOGrav Nine-year Data Set: Limits on the Isotropic Stochastic Gravitational Wave Background
Zaven Arzoumanian, Adam Brazier, Sarah Burke-Spolaor +45
math.NT2017
Computing bases of modular forms using the graded algebra structure
Michael Lam, Noah McClelland, Matthew Petty +1
cs.LG2019
Task2Vec: Task Embedding for Meta-Learning
Alessandro Achille, Michael Lam, Rahul Tewari +5
cs.LG2019
Toward Understanding Catastrophic Forgetting in Continual Learning
Cuong V. Nguyen, Alessandro Achille, Michael Lam +3
The paper investigates how properties of task sequences, such as total complexity and sequential heterogeneity, influence catastrophic forgetting in continual learning algorithms u…
#continual learning#catastrophic forgetting#task sequence analysis#complexity