Brian Bartoldson

Brian Bartoldson

Lawrence Livermore National Laboratory - Livermore / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 5675607
person_outline Brian Bartoldson's MOST POPULAR ARTICLES
1-) The Generalization-Stability Tradeoff In Neural Network PruningBR Bartoldson, AS Morcos, A Barbu, G ErlebacherAdvances in Neural Information Processing Systems, 2020882020
2-) A Winning Hand: Compressing Deep Networks Can Improve Out-Of-Distribution RobustnessJ Diffenderfer, BR Bartoldson, S Chaganti, J Zhang, B KailkhuraAdvances in Neural Information Processing Systems, 2021612021
3-) NEFTune: Noisy Embeddings Improve Instruction FinetuningN Jain, P Chiang, Y Wen, J Kirchenbauer, HM Chu, G Somepalli, ...International Conference on Learning Representations, 202436*2024
4-) Compute-Efficient Deep Learning: Algorithmic Trends and OpportunitiesBR Bartoldson, B Kailkhura, D BlalockJournal of Machine Learning Research, 2023472023
5-) Transformers Can Do Arithmetic with the Right EmbeddingsS McLeish, A Bansal, A Stein, N Jain, J Kirchenbauer, BR Bartoldson, ...Advances in Neural Information Processing Systems, 202414*2024