Brian R. Bartoldson

The Generalization-Stability Tradeoff In Neural Network Pruning

Brian R. Bartoldson, Ari S. Morcos, Adrian Barbu et al. · arXiv (Cornell University) · 2019 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities

Brian R. Bartoldson, Bhavya Kailkhura, Davis Blalock · arXiv (Cornell University) · 2022 · 25 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +14

A Winning Hand: Compressing Deep Networks Can Improve\n Out-Of-Distribution Robustness

James Diffenderfer, Brian R. Bartoldson, Shreya Chaganti et al. · arXiv (Cornell University) · 2021 · 12 citations · Full text

NEFTune: Noisy Embeddings Improve Instruction Finetuning

Neel Jain, Ping-yeh Chiang, Yuxin Wen et al. · arXiv (Cornell University) · 2023 · 12 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +17