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05/22/2022
Deep Low-Density Separation for Semi-Supervised Classification
Given a small set of labeled data and a large set of unlabeled data, sem...
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05/21/2022
Neuroevolutionary Feature Representations for Causal Inference
Within the field of causal inference, we consider the problem of estimat...
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04/27/2021
Discriminative Bayesian Filtering Lends Momentum to the Stochastic Newton Method for Minimizing Log-Convex Functions
To minimize the average of a set of log-convex functions, the stochastic...
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07/17/2018
A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding
Given a stationary state-space model that relates a sequence of hidden s...
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08/23/2016