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Mansheej Paul
Mansheej Paul
6
papers
1,296
total citations
papers (6)
Deep Learning on a Data Diet: Finding Important Examples Early in Training
NEURIPS 2021
arXiv
600
citations
LoRA Learns Less and Forgets Less
ICLR 2025
arXiv
252
citations
Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel
NEURIPS 2020
arXiv
220
citations
Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression
NEURIPS 2023
arXiv
132
citations
Scaling Laws for Precision
ICLR 2025
arXiv
68
citations
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks
NEURIPS 2022
arXiv
24
citations