2 citations · 2 across the 3 of their papers we have counts for
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cs.LG2019
Self-Play Learning Without a Reward Metric
Dan Schmidt, Nick Moran, Jonathan S. Rosenfeld +2
The AlphaZero algorithm for the learning of strategy games via self-play, which has produced superhuman ability in the games of Go, chess, and shogi, uses a quantitative reward fun…
eess.IV2019
Noisier2Noise: Learning to Denoise from Unpaired Noisy Data
Nick Moran, Dan Schmidt, Yu Zhong +1
We present a method for training a neural network to perform image denoising without access to clean training examples or access to paired noisy training examples. Our method requi…
cs.CV2019
Reconstructing Network Inputs with Additive Perturbation Signatures
Nick Moran, Chiraag Juvekar
In this work, we present preliminary results demonstrating the ability to recover a significant amount of information about secret model inputs given only very limited access to mo…