Birs- 25w5335: Efficient Approximate Bayesian Inference
-
Title: Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black Box
Speaker:
Link:
-
Title: Batch and match: score-based approaches to black-box variational inference
Speaker:
Link:
-
Title: Black-Box VI estimates the gradient by sampling. Is it differentially private by default?
Speaker:
Link:
-
Title: Clustering Functional Data via Variational Inference
Speaker:
Link:
-
Title: Fast Variational Bayesian Inference for Survival Data Using Log-Logistic Accelerated Failure Time Models
Speaker:
Link:
-
Title: Variational Bayes for Basis Function Selection for Functional Data Representation with Correlated Errors
Speaker:
Link:
-
Title: Variational Inference Aided Variable Selection For Spatially Structured High Dimensional Covariates
Speaker:
Link:
-
Title: Approximate Bayesian methods for pseudo-time inference based on relaxed permutations
Speaker:
Link:
-
Title: Addressing Antidiscrimination with Variational Inference
Speaker:
Link:
-
Title: Stabilizing training of affine coupling layers for high-dimensional variational inference
Speaker:
Link:
-
Title: Low-Rank Parameterization for Efficient Bayesian Neural Networks
Speaker:
Link:
-
Title: Making Variational Inference Work for Statisticians: Parallel Tempering with a Variational Reference
Speaker:
Link:
-
Title: Targeted simulation--based inference for efficient posterior marginal estimation
Speaker:
Link:
-
Title: Random kernel MCMC
Speaker:
Link:
-
Title: SDE Matching: Scalable Variational Inference for Latent Stochastic Differential Equations
Speaker:
Link:
-
Title: Posterior Mean Matching: Generative Modeling through Online Bayesian Inference
Speaker:
Link:
-
Title: Improved rates for Stein Variational Gradient Descent
Speaker:
Link:
-
Title: Reverse diffusion Monte Carlo
Speaker:
Link:
-
Title: Variational flows with MCMC convergence
Speaker:
Link:
-
Title: Introduction to Statistical Physics
Speaker:
Link: