AABI Submissions

Roundoff Error in Metropolis-Hastings Accept-Reject Steps
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Variational Refinement for Importance SamplingUsing the Forward Kullback-Leibler Divergence
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Marginal Likelihood Gradient for Bayesian Neural Networks
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Decoupled Sparse Gaussian Processes Components]{Decoupled Sparse Gaussian Processes Components : Separating Decision Making from Data Manifold Fitting
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Efficient Calculation of Adversarial Examples for Bayesian Neural Networks
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Gradient-Free Adversarial Attacks for Bayesian Neural Networks
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Generalized Posteriors in Approximate Bayesian Computation
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
On Batch Normalisation for Approximate Bayesian Inference
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Transforming Worlds: Automated Involutive MCMC for Open-Universe Probabilistic Models
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Preconditioned training of normalizing flows for variational inference in inverse problems
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Rethinking Function-Space Variational Inference in Bayesian Neural Networks
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Adaptive Strategy for Resetting a Non-stationary Markov Chain during Learning via Joint Stochastic Approximation
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Nested Variational Inference
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Empirical Evaluation of Biased Methods for Alpha Divergence Minimization
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
The Gaussian Process Latent Autoregressive Model
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Generative Video Compression as Hierarchical Variational Inference
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Learning Discrete State Abstractions With Deep Variational Inference
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Correlated Weights in Infinite Limits of Deep Convolutional Neural Networks
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
VIB is Half Bayes
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Coupled Gradient Estimators for Discrete Latent Variables
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Approximating the clusters' prior distribution in Bayesian nonparametric models
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Gaussian Process Latent Variable Flows for Massively Missing Data
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Distilling Ensembles Improves Uncertainty Estimates
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone
Evidence Estimation by Kullback-Leibler Integration for Flow-Based Methods
Anonymous
- 23 Nov 2020 (modified: 23 Nov 2020)
- AABI 2021 Symposium Blind Submission
- Readers: Everyone