Daniel A. Abolafia

Sensitivity and Generalization in Neural Networks: an Empirical Study

Roman Novak, Yasaman Bahri, Daniel A. Abolafia et al. · arXiv (Cornell University) · 2018 · 224 citations · Full text

Artificial Intelligence, Poor Generalization, Neural Scaling Law +15

Sensitivity and Generalization in Neural Networks: an Empirical Study

Roman Novak, Yasaman Bahri, Daniel A. Abolafia et al. · arXiv (Cornell University) · 2018 · 97 citations · Full text

Artificial Intelligence, Poor Generalization, Neural Scaling Law +15

Bayesian Deep Convolutional Networks with Many Channels are Gaussian\n Processes

Roman Novak, Lechao Xiao, Jaehoon Lee et al. · arXiv (Cornell University) · 2018 · 48 citations · Full text

Neural Program Synthesis with Priority Queue Training

Daniel A. Abolafia, Mohammad Norouzi · arXiv (Cornell University) · 2018 · 28 citations · Full text

Artificial Intelligence, Neural Program Synthesis, Reward Function +11

Bayesian Convolutional Neural Networks with Many Channels are Gaussian Processes.

Roman Novak, Lechao Xiao, Jaehoon Lee et al. · arXiv (Cornell University) · 2018 · 13 citations · Full text

Artificial Intelligence, Neural Scaling Law, Convolutional Neural Network +14