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- Publications
- Influence
Semantic Parsing on Freebase from Question-Answer Pairs
- Jonathan Berant, A. Chou, Roy Frostig, Percy Liang
- Computer Science
- EMNLP
- 1 October 2013
TLDR
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity
- Amit Daniely, Roy Frostig, Y. Singer
- Computer Science, Mathematics
- NIPS
- 18 February 2016
TLDR
Measuring the Effects of Data Parallelism on Neural Network Training
- Christopher J. Shallue, Jaehoon Lee, J. Antognini, Jascha Sohl-Dickstein, Roy Frostig, G. Dahl
- Computer Science, Mathematics
- J. Mach. Learn. Res.
- 8 November 2018
TLDR
Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization
- Roy Frostig, R. Ge, Sham M. Kakade, Aaron Sidford
- Mathematics, Computer Science
- ICML
- 24 June 2015
TLDR
Competing with the Empirical Risk Minimizer in a Single Pass
- Roy Frostig, R. Ge, Sham M. Kakade, Aaron Sidford
- Mathematics, Computer Science
- COLT
- 19 December 2014
TLDR
Principal Component Projection Without Principal Component Analysis
- Roy Frostig, Cameron Musco, C. Musco, Aaron Sidford
- Computer Science, Mathematics
- ICML
- 22 February 2016
TLDR
Compiling machine learning programs via high-level tracing
- Roy Frostig, M. Johnson, C. Leary
- Computer Science
- 2018
TLDR
- 46
- 6
- PDF
Simple MAP Inference via Low-Rank Relaxations
- Roy Frostig, Sida I. Wang, Percy Liang, Christopher D. Manning
- Computer Science, Mathematics
- NIPS
- 8 December 2014
TLDR
Parente2: a fast and accurate method for detecting identity by descent.
- J. Rodriguez, Sivan Bercovici, L. Huang, Roy Frostig, S. Batzoglou
- Biology, Medicine
- Genome research
- 1 February 2015
Identity-by-descent (IBD) inference is the problem of establishing a genetic connection between two individuals through a genomic segment that is inherited by both individuals from a recent common… Expand
The advantages of multiple classes for reducing overfitting from test set reuse
- V. Feldman, Roy Frostig, Moritz Hardt
- Computer Science, Mathematics
- ICML
- 24 May 2019
TLDR