Scaling Up Bayesian Inference for Big and Complex Data Published 2017-05-01 Download video MP4 360p Recommendations 1:20:35 The Arrow of Time in Causal Networks 23:47 Gaussian Processes 1:00:56 Are LLMs the Beginning or End of NLP? 2:24:40 Tutorial Session: Variational Bayes and Beyond: Bayesian Inference for Big Data 56:25 The Unreasonable Effectiveness of Spectral Graph Theory: A Confluence of Algorithms, Geometry & ... 1:03:31 Scalable Bayesian Inference with Hamiltonian Monte Carlo 36:15 Eric J. Ma - An Attempt At Demystifying Bayesian Deep Learning 17:50 2024's Game-Changing Robots (What Can They Do?) 29:30 Introduction to Bayesian data analysis - part 1: What is Bayes? 1:53:05 Variational Inference: Foundations and Modern Methods (NIPS 2016 tutorial) 49:34 16. Learning: Support Vector Machines 23:01 But what is a convolution? 1:05:29 Variational Inference: Foundations and Innovations 1:19:49 Andrew Gelman: Introduction to Bayesian Data Analysis and Stan with Andrew Gelman Similar videos 40:19 Daniel Zhengyu Huang - Efficient Derivative-free Bayesian Inference for Large-Scale Inverse Problems 1:53:03 Scalable Bayesian Inference - NeurIPS 2018 52:41 Subsampling MCMC: Bayesian inference for large data problems 18:53 Scaling Bayesian Inference - Max Livingston (Freebird) 2:07:57 David Dunson: Scalable Bayesian Inference (NeurIPS 2018 Tutorial) 34:35 Large Scale Bayesian Inference Of Retail Article Weights by Roland Vollgraf at Big Data Spain 2015 50:47 Daniel Yekutieli: Hierarchical Bayes Modeling for Large-Scale Inference 1:17:12 COLT 2020 Keynote 3: David Blei, "Scaling and Generalizing Approximate Bayesian Inference" 37:40 Tamara Broderick: Automated Scalable Bayesian Inference via Data Summarization 37:47 Is Bigger Better for Bayesian Deep Learning? 57:22 BSU Seminar: 'Using Variational Bayes for fast inference in large longitudinal datasets' 45:50 Data Science under the Hood - Bayes for Big Data More results