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PDF File Bayesian Inference-MCMC and Variational Inference-sep14-2022.pdf	Bayesian Inference-MCMC and Variational Inference-sep14-2022.pdf	Sep 19, 20229/19/2022	Sep 19, 20239/19/2023	Chandrajit Bajaj	1.6 MB
PDF File Bayesian-inference-markov-chain-monte-carlo-Sep12-2022.pdf	Bayesian-inference-markov-chain-monte-carlo-Sep12-2022.pdf	Sep 19, 20229/19/2022	Sep 19, 20229/19/2022	Chandrajit Bajaj	2.1 MB
PDF File Designing Controllers and with Optimality - HackMD.pdf	Designing Controllers and with Optimality - HackMD.pdf	Apr 22, 20224/22/2022	Sep 6, 20229/6/2022		1.2 MB
PDF File Diffusion Models - Introduction .pdf	Diffusion Models - Introduction .pdf	Oct 26, 202210/26/2022	Nov 14, 202211/14/2022	Chandrajit Bajaj	10.4 MB
PDF File Dynamical Systems, Stability, and Deep Learning - HackMD.pdf	Dynamical Systems, Stability, and Deep Learning - HackMD.pdf	Aug 20, 20228/20/2022	Aug 21, 20238/21/2023	Chandrajit Bajaj	3.4 MB
PDF File Fall2022-Modern-Optimal-Control-1.pdf	Fall2022-Modern-Optimal-Control-1.pdf	Aug 31, 20228/31/2022	Sep 9, 20229/9/2022	Chandrajit Bajaj	4.3 MB
PDF File Game Theory_ Actionable Machine Learning - HackMD.pdf	Game Theory_ Actionable Machine Learning - HackMD.pdf	May 1, 20225/1/2022	Aug 15, 20238/15/2023		619 KB
PDF File Games & Multi-Agent Reinforcement Learning II - HackMD.pdf	Games & Multi-Agent Reinforcement Learning II - HackMD.pdf	Nov 16, 202211/16/2022	Apr 14, 20254/14/2025	Chandrajit Bajaj	4.4 MB
PDF File Guided Policy Search II_ Training - HackMD.pdf	Guided Policy Search II_ Training - HackMD.pdf	Apr 25, 20224/25/2022	Oct 20, 202210/20/2022		10.6 MB
PDF File Lec-Intro-MDP-POMDP-2022.pdf	Lec-Intro-MDP-POMDP-2022.pdf	Nov 7, 202211/7/2022	Nov 14, 202211/14/2022	Chandrajit Bajaj	3.9 MB
PDF File Lec-notes-Bayesian inference_ MCMC and Variational Inference.pdf	Lec-notes-Bayesian inference_ MCMC and Variational Inference.pdf	Sep 15, 20229/15/2022	Sep 15, 20229/15/2022	Chandrajit Bajaj	1.9 MB
PDF File Lec10_02_21_20222-Expectation Maximization.pdf	Lec10_02_21_20222-Expectation Maximization.pdf	Feb 22, 20222/22/2022	May 14, 20255/14/2025		2.6 MB
PDF File Lec11-02-23-2022-Statistical Machine Learning II...yesian Modeling and Inference.pdf	Lec11-02-23-2022-Statistical Machine Learning II...yesian Modeling and Inference.pdf	Feb 28, 20222/28/2022	Aug 29, 20228/29/2022		5 MB
PDF File Lec12-02-28-2022-Bayesian Modeling with Multivariate Gaussians.pdf	Lec12-02-28-2022-Bayesian Modeling with Multivariate Gaussians.pdf	Feb 28, 20222/28/2022	Jul 14, 20257/14/2025		4.3 MB
PDF File lec16-03-23-2022-svm-intro.pdf	lec16-03-23-2022-svm-intro.pdf	Mar 31, 20223/31/2022	Jul 14, 20257/14/2025		2.1 MB
PDF File Lec16-17-03-02-07-2022-Gaussian Processes for Learning Non-Linear Functions.pdf	Lec16-17-03-02-07-2022-Gaussian Processes for Learning Non-Linear Functions.pdf	Feb 28, 20222/28/2022	Aug 2, 20258/2/2025		7.6 MB
PDF File lec19-04-04-2022-svm-sgd.pdf	lec19-04-04-2022-svm-sgd.pdf	Mar 31, 20223/31/2022	Jul 14, 20257/14/2025		2.8 MB
HTML File lect20-04-06-2022-Stochastic Optimization via Gradient Descent.html	lect20-04-06-2022-Stochastic Optimization via Gradient Descent.html	Apr 6, 20224/6/2022	Aug 8, 20228/8/2022		144 KB
PDF File Lecture Models-from-Data_Part I_ Projections -Gradient Descent.pdf	Lecture Models-from-Data_Part I_ Projections -Gradient Descent.pdf	Mar 31, 20223/31/2022	Aug 15, 20238/15/2023		3.8 MB
PDF File Lecture1-01-19-2022.pdf	Lecture1-01-19-2022.pdf	Jan 23, 20221/23/2022	May 9, 20235/9/2023		2.2 MB
PDF File Lecture2-01-24-2022.pdf	Lecture2-01-24-2022.pdf	Jan 24, 20221/24/2022	May 23, 20235/23/2023		6.8 MB
PDF File Lecture3-01-26-2022.pdf	Lecture3-01-26-2022.pdf	Jan 26, 20221/26/2022	Sep 16, 20229/16/2022		7.5 MB
PDF File Lecture4-01-31-2022.pdf	Lecture4-01-31-2022.pdf	Jan 31, 20221/31/2022	Sep 15, 20229/15/2022		2.7 MB
PDF File Lecture5_02_02_2022_Sampling-HighDim.pdf	Lecture5_02_02_2022_Sampling-HighDim.pdf	Feb 2, 20222/2/2022	Jun 3, 20256/3/2025		555 KB
PDF File Lecture6-02_09_2022_CS378-RandomWalk-MCMC.pdf	Lecture6-02_09_2022_CS378-RandomWalk-MCMC.pdf	Feb 8, 20222/8/2022	Jun 19, 20256/19/2025		378 KB