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10/02/2018
GINN: Geometric Illustration of Neural Networks
This informal technical report details the geometric illustration of dec...
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10/02/2018
CINIC-10 is not ImageNet or CIFAR-10
In this brief technical report we introduce the CINIC-10 dataset as a pl...
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05/25/2016
Asymptotically exact inference in differentiable generative models
Many generative models can be expressed as a differentiable function of ...
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11/23/2015
Stochastic Parallel Block Coordinate Descent for Large-scale Saddle Point Problems
We consider convex-concave saddle point problems with a separable struct...
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10/29/2015
Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling
Monte Carlo sampling for Bayesian posterior inference is a common approa...
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06/12/2015
Adaptive Stochastic Primal-Dual Coordinate Descent for Separable Saddle Point Problems
We consider a generic convex-concave saddle point problem with separable...
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12/17/2014
The supervised hierarchical Dirichlet process
We propose the supervised hierarchical Dirichlet process (sHDP), a nonpa...
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08/07/2014
Renewal Strings for Cleaning Astronomical Databases
Large astronomical databases obtained from sky surveys such as the Super...
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01/16/2013