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Conjugate Energy-Based Models

Jun 25, 2021
Hao Wu, Babak Esmaeili, Michael Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent

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Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data

Oct 22, 2020
Michael L. Wick, Kate Silverstein, Jean-Baptiste Tristan, Adam Pocock, Mark Johnson

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Verification of ML Systems via Reparameterization

Jul 14, 2020
Jean-Baptiste Tristan, Joseph Tassarotti, Koundinya Vajjha, Michael L. Wick, Anindya Banerjee

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A Formal Proof of PAC Learnability for Decision Stumps

Nov 29, 2019
Joseph Tassarotti, Jean-Baptiste Tristan, Koundinya Vajjha

* 16 pages 

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Sketching for Latent Dirichlet-Categorical Models

Oct 02, 2018
Joseph Tassarotti, Jean-Baptiste Tristan, Michael Wick

* 20 pages 

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Gradient-based Inference for Networks with Output Constraints

Aug 26, 2018
Jay Yoon Lee, Michael Wick, Sanket Vaibhav Mehta, Jean-Baptiste Tristan, Jaime Carbonell

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Augur: a Modeling Language for Data-Parallel Probabilistic Inference

Jun 10, 2014
Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti, Adam Pocock, Stephen J. Green, Guy L. Steele Jr

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