evidence-lower-bound

Here are 4 public repositories matching this topic...

VarunSrivastavaIITD / AAI

Code for Adversarial Approximate Inference for Speech to Laryngograph Conversion

deep-neural-networks deep-learning neural-network speech inference gan autoencoder adversarial egg variational electroglottography approximate laryngograph elbo evidence-lower-bound

Updated Jan 20, 2019
Python

Learning-with-Entropies / ELBO-Entropies-AISTATS23

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Official Repository for the AISTATS paper "The Evidence Lower Bound of Variational Autoencoders Converges to a Sum of Three Entropies" (AISTATS 2023, https://arxiv.org/abs/2010.14860)

entropy model-selection vae evidence-lower-bound posterior-collapse varational-autoencoder

Updated Feb 23, 2023
Python

Multi-Failure Gaussian Process Cox Model (MFGPCox): A unified Bayesian framework for joint modeling of multi-sensor signals, failure times, and multi-mode failure prediction with uncertainty quantification.

survival-analysis diagnostics bayesian-inference gaussian-processes variational-inference condition-monitoring evidence-lower-bound prognostics cox-proportional-hazard convolved-multioutput-gp

Updated May 10, 2026
Python

serafin-stats / advanced-statistical-computing

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This course is part of the USC Graduate Biostatistics Program and is designed for second-year and beyond students interested in designing and implementing computational inferential tools for research.

optimization automatic-differentiation gradient-descent bayesian-inference conjugate-gradient variational-inference hamiltonian-monte-carlo gibbs-sampling numerical-stability jax elbo evidence-lower-bound jit-compilation exponential-families natural-gradient-descent statistical-divergences

Updated Apr 14, 2026

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