6 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Replay Can Provably Increase Forgetting
Yasaman Mahdaviyeh, James Lucas, Mengye Ren +3
Continual learning seeks to enable machine learning systems to solve an increasing corpus of tasks sequentially. A critical challenge for continual learning is forgetting, where th…
stat.ML2023★ 1 cited
Limits of Model Selection under Transfer Learning
Steve Hanneke, Samory Kpotufe, Yasaman Mahdaviyeh
Theoretical studies on transfer learning or domain adaptation have so far focused on situations with a known hypothesis class or model; however in practice, some amount of model se…
stat.ML2019★ 6 cited
Risk of the Least Squares Minimum Norm Estimator under the Spike Covariance Model
Yasaman Mahdaviyeh, Zacharie Naulet
We study risk of the minimum norm linear least squares estimator in when the number of parameters depends on , and . We assume that data has…