2 papers
q-bio.QM2022
Analysis of social interactions in group-housed animals using dyadic linear models
Junjie Han, Janice Siegford, Gustavo de los Campos +3
Understanding factors affecting social interactions among animals is important for applied animal behavior research. Thus, there is a need to elicit statistical models to analyze d…
stat.ML2022
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck
Anirban Samaddar, Sandeep Madireddy, Prasanna Balaprakash +3
The information bottleneck framework provides a systematic approach to learning representations that compress nuisance information in the input and extract semantically meaningful…