Semantic Parsing on Freebase from Question-Answer Pairs

Jonathan Berant, Andrew Chou, Roy Frostig, +1

Syntactic ParsingEngineeringQuestion-answer PairsTextual EntailmentSemantic Web +17

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

Artificial IntelligenceGeometric LearningEngineeringMachine LearningNeurolinguistics +19

Compiling machine learning programs via high-level tracing

Roy Frostig, Matthew Johnson, Chris Leary

SPIRE - Sciences Po Institutional REpository

Measuring the Effects of Data Parallelism on Neural Network Training

Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningComputer ArchitectureParallel Pattern Recognition +17

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

Roy Frostig, Rong Ge, Sham M. Kakade, +1

arXiv (Cornell University)

Mathematical ProgrammingEngineeringMachine LearningStochastic AlgorithmsAccelerated Stochastic Algorithms +14

Competing with the Empirical Risk Minimizer in a Single Pass

Roy Frostig, Rong Ge, Sham M. Kakade, +1

Conference on Learning Theory

Mathematical ProgrammingEngineeringMachine LearningStreaming AlgorithmStochastic Analysis +16

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

Amit Daniely, Roy Frostig, Yoram Singer

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningNeurolinguisticsAutoencoders +20

Efficient and Modular Implicit Differentiation

Mathieu Blondel, Quentin Berthet, Marco Cuturi, +5

arXiv (Cornell University)

Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningImplicit Differentiation +14

Competing with the Empirical Risk Minimizer in a Single Pass

Roy Frostig, Rong Ge, Sham M. Kakade, +1

arXiv (Cornell University)

Mathematical ProgrammingEngineeringMachine LearningStreaming AlgorithmStreaming Data +18

Parente2: a fast and accurate method for detecting identity by descent

Jesse M. Rodriguez, Sivan Bercovici, Lin Huang, +2

Genome Research