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Church: a language for generative models
- Noah D. Goodman, Vikash K. Mansinghka, Daniel M. Roy, Keith Bonawitz, J. Tenenbaum
- Computer ScienceUAI
- 9 July 2008
TLDR
Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data
- G. Dziugaite, Daniel M. Roy
- Computer ScienceUAI
- 31 March 2017
TLDR
Training generative neural networks via Maximum Mean Discrepancy optimization
- G. Dziugaite, Daniel M. Roy, Zoubin Ghahramani
- Computer Science, MathematicsUAI
- 14 May 2015
TLDR
Linear Mode Connectivity and the Lottery Ticket Hypothesis
- Jonathan Frankle, G. Dziugaite, Daniel M. Roy, Michael Carbin
- Computer ScienceICML
- 11 December 2019
TLDR
Stabilizing the Lottery Ticket Hypothesis
- Jonathan Frankle, G. Dziugaite, Daniel M. Roy, Michael Carbin
- Computer Science
- 5 March 2019
TLDR
Mondrian Forests: Efficient Online Random Forests
- Balaji Lakshminarayanan, Daniel M. Roy, Y. Teh
- Computer ScienceNIPS
- 10 June 2014
TLDR
A study of the effect of JPG compression on adversarial images
- G. Dziugaite, Zoubin Ghahramani, Daniel M. Roy
- Computer ScienceArXiv
- 2 August 2016
TLDR
The Mondrian Process
- Daniel M. Roy, Y. Teh
- Mathematics, Computer ScienceNIPS
- 8 December 2008
TLDR
Neural Network Matrix Factorization
- G. Dziugaite, Daniel M. Roy
- Computer ScienceArXiv
- 19 November 2015
TLDR
Enhancing Server Availability and Security Through Failure-Oblivious Computing
- M. Rinard, Cristian Cadar, Daniel Dumitran, Daniel M. Roy, Tudor Leu, W. Beebee
- Computer ScienceOSDI
- 6 December 2004
TLDR
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