Search Results for author: Gautam Sabnis

Found 2 papers, 2 papers with code

Action detection using a neural network elucidates the genetics of mouse grooming behavior

1 code implementation eLife 2021 Brian Q Geuther, Asaf Peer, Hao He, Gautam Sabnis, Vivek M Philip, Vivek Kumar

Automated detection of complex animal behaviors remains a challenging problem in neuroscience, particularly for behaviors that consist of disparate sequential motions.

Action Detection

A Divide and Conquer Strategy for High Dimensional Bayesian Factor Models

1 code implementation9 Dec 2016 Gautam Sabnis, Debdeep Pati, Barbara Engelhardt, Natesh Pillai

Our approach is novel in this regard: it includes all of the $n$ samples in each subproblem and, instead, splits the dimension $p$ into smaller subsets for each subproblem.

Methodology

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