Roy Frostig

Semantic Parsing on Freebase from Question-Answer Pairs

Jonathan Berant, Andrew Chou, Roy Frostig et al. · 2013 · 1.6K citations · Full text

Syntactic Parsing, Engineering, Question-answer Pairs +19

Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

Amit Daniely, Roy Frostig, Yoram Singer · Neural Information Processing Systems · 2016 · 179 citations

Artificial Intelligence, Geometric Learning, Engineering +21

Compiling machine learning programs via high-level tracing

Roy Frostig, Matthew Johnson, Chris Leary · SPIRE - Sciences Po Institutional REpository · 2018 · 178 citations · Full text

Measuring the Effects of Data Parallelism on Neural Network Training

Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini et al. · arXiv (Cornell University) · 2018 · 163 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization

Roy Frostig, Rong Ge, Sham M. Kakade et al. · arXiv (Cornell University) · 2015 · 68 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16