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stat.ML2022
Variational Kalman Filtering with Hinf-Based Correction for Robust Bayesian Learning in High Dimensions
Niladri Das, Jed A. Duersch, Thomas A. Catanach
In this paper, we address the problem of convergence of sequential variational inference filter (VIF) through the application of a robust variational objective and Hinf-norm based…
cs.LG2022
Adaptive n-ary Activation Functions for Probabilistic Boolean Logic
Jed A. Duersch, Thomas A. Catanach, Niladri Das
Balancing model complexity against the information contained in observed data is the central challenge to learning. In order for complexity-efficient models to exist and be discove…