Daniel M. Roy

Church: a language for generative models

Noah D. Goodman, Vikash K. Mansinghka, Daniel M. Roy et al. · arXiv (Cornell University) · 2012 · 510 citations · Full text

Computing, Computer Science, Programming Languages +13

Enhancing server availability and security through failure-oblivious computing

Martin Rinard, Cristian Cadar, Daniel Dumitran et al. · 2004 · 352 citations

Computing, Computer Science, Computer Systems +13

A study of the effect of JPG compression on adversarial images

Gintare Karolina Dziugaite, Zoubin Ghahramani, Daniel M. Roy · arXiv (Cornell University) · 2016 · 255 citations · Full text

Computing, Computer Science, Cybersecurity +14

Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data

Gintare Karolina Dziugaite, Daniel M. Roy · arXiv (Cornell University) · 2017 · 250 citations · Full text

Computing, Computer Science, Algorithms +13

Training generative neural networks via Maximum Mean Discrepancy\n optimization

Gintare Karolina Dziugaite, Daniel M. Roy, Zoubin Ghahramani · arXiv (Cornell University) · 2015 · 222 citations · Full text

Computing, Computer Science, Artificial Intelligence +15