Mansheej Paul

Deep Learning on a Data Diet: Finding Important Examples Early in\n Training

Mansheej Paul, Surya Ganguli, Gintare Karolina Dziugaite · arXiv (Cornell University) · 2021 · 81 citations · Full text

Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel

Stanislav Fort, Gintare Karolina Dziugaite, Mansheej Paul et al. · arXiv (Cornell University) · 2020 · 22 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +21

Deep Learning on a Data Diet: Finding Important Examples Early in Training

Mansheej Paul, Surya Ganguli, Gintare Karolina Dziugaite · arXiv (Cornell University) · 2021 · 22 citations · Full text

Artificial Intelligence, Nutrition, Few-shot Learning +16

Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel

Stanislav Fort, Gintare Karolina Dziugaite, Mansheej Paul et al. · Neural Information Processing Systems · 2020 · 20 citations

Geometric Learning, Convolutional Neural Network, Engineering +21

LoRA Learns Less and Forgets Less

Dan Biderman, Mansheej Paul, Philip Greengard et al. · arXiv (Cornell University) · 2024 · 16 citations · Full text