Horace He

Value Learning for Throughput Optimization of Deep Learning Workloads

Benoit Steiner, H. Leather, Chris Cummins, 2021, MLSys.

Edge Proposal Sets for Link Prediction pdf

Qian Huang, Austin R. Benson, Omkar Bhalerao, 2021, ArXiv.

MLP Input Features Train Labels Smoothed Residual Base Model Prediction Correct and Smooth Prediction Correlation Dataset Residual Correlation Scale Smooth w / Labels

Austin R. Benson, S. Lim, Horace He, 2021 .

Measuring Coding Challenge Competence With APPS pdf

Dawn Song, Dan Hendrycks, Jacob Steinhardt, 2021, NeurIPS Datasets and Benchmarks.

VALUE LEARNING FOR THROUGHPUT OPTIMIZATION OF DEEP NEURAL NETWORKS

Benoit Steiner, H. Leather, Chris Cummins, 2021 .

torch.fx: Practical Program Capture and Transformation for Deep Learning in Python

James K. Reed, Zach DeVito, Jason Ansel, 2021, MLSys.