Published as a conference paper at ICLRM AKING N EURAL P ROGRAMMING A RCHITECTURES G ENERALIZE VIA R ECURSION Jonathon Cai, Richard Shin, Dawn Song Department of Computer Science

Source URL: people.eecs.berkeley.edu

• Computer programming
• Software engineering
• Computing
• Recursion
• Computability theory
• Theoretical computer science
• Subroutines
• Algorithms
• Quicksort
• Divide and conquer algorithm
• Recurrent neural network
• Artificial neural network

Synthetic Datasets for Neural Program Synthesis Richard Shin 1 Neel Kant 1 2 Kavi Gupta 1 Christopher Bender 1 2 Brandon Trabucco 1 2 Rishabh Singh 3 Dawn SongIntroduction

Source URL: uclmr.github.io

• Machine learning
• Training
• test
• and validation sets
• Validity
• Probability distribution
• Artificial intelligence
• Cognition
• Cognitive science
• Computational neuroscience

Improving Neural Program Synthesis with Inferred Execution Traces Richard Shin 1 * Illia Polosukhin 2 Dawn Song 1 1. Introduction

Source URL: uclmr.github.io

• Computational neuroscience
• Artificial neural networks
• Applied mathematics
• Cybernetics
• Neuroscience
• Convolutional neural network
• Feature learning
• Deep learning
• Karel
• Neural network
• Long short-term memory
• Machine learning

Imitation Learning of Hierarchical Programs via Variational Inference Roy Fox * 1 Richard Shin * 1 Pieter Abbeel 1 Ken Goldberg 1 2 Dawn Song 1 Ion Stoica 1 The design of controllers that operate in dynamical systems to

Source URL: uclmr.github.io

• Artificial intelligence
• Computational neuroscience
• Machine learning
• Learning
• Artificial neural networks
• Market research
• Convolutional neural network
• Outline of machine learning
• MNIST database
• Supervised learning
• Variational Bayesian methods
• Bayesian network

Incorporating Side Information in Tensor Completion Hemank Lamba*, Vaishnavh Nagarajan*, Kijung Shin*, Naji Shajarisales* Carnegie Mellon University 5000 Forbes Avenue Pittsburgh PA 15213, USA

Source URL: gdac.uqam.ca

• Algebra
• Linear algebra
• Mathematics
• Matrix theory
• Matrix
• Tensor
• Factorization
• Singular value decomposition
• Tensor product

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