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Zip File 2022-04-04 14.11.59 Yi Wang's Personal Meeting Room.zip	2022-04-04 14.11.59 Yi Wang's Personal Meeting Room.zip	Apr 4, 20224/4/2022	Apr 4, 20224/4/2022	Yi Wang	106.5 MB
PDF File Designing Controllers and with Optimality - HackMD.pdf	Designing Controllers and with Optimality - HackMD.pdf	Apr 22, 20224/22/2022	Apr 2, 20254/2/2025	Chandrajit Bajaj	1.2 MB
PDF File Game Theory_ Actionable Machine Learning - HackMD.pdf	Game Theory_ Actionable Machine Learning - HackMD.pdf	May 1, 20225/1/2022	Apr 14, 20254/14/2025	Chandrajit Bajaj	619 KB
PDF File Guided Policy Search II_ Training - HackMD.pdf	Guided Policy Search II_ Training - HackMD.pdf	Apr 25, 20224/25/2022	Jul 1, 20227/1/2022	Chandrajit Bajaj	10.6 MB
PDF File Lec10_02_21_20222-Expectation Maximization.pdf	Lec10_02_21_20222-Expectation Maximization.pdf	Feb 22, 20222/22/2022	Feb 26, 20252/26/2025	Chandrajit Bajaj	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	Oct 9, 202310/9/2023	Chandrajit Bajaj	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	Nov 12, 202311/12/2023	Chandrajit Bajaj	4.3 MB
PDF File lec16-03-23-2022-svm-intro.pdf	lec16-03-23-2022-svm-intro.pdf	Mar 31, 20223/31/2022	Apr 3, 20224/3/2022	Chandrajit Bajaj	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	Nov 12, 202311/12/2023	Chandrajit Bajaj	7.6 MB
PDF File lec19-04-04-2022-svm-sgd.pdf	lec19-04-04-2022-svm-sgd.pdf	Mar 31, 20223/31/2022	Feb 20, 20252/20/2025	Chandrajit Bajaj	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	Apr 6, 20224/6/2022	Yi Wang	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	Apr 4, 20224/4/2022	Chandrajit Bajaj	3.8 MB
PDF File Lecture1-01-19-2022.pdf	Lecture1-01-19-2022.pdf	Jan 23, 20221/23/2022	Aug 22, 20238/22/2023	Chandrajit Bajaj	2.2 MB
PDF File Lecture2-01-24-2022.pdf	Lecture2-01-24-2022.pdf	Jan 24, 20221/24/2022	Aug 22, 20238/22/2023	Chandrajit Bajaj	6.8 MB
PDF File Lecture3-01-26-2022.pdf	Lecture3-01-26-2022.pdf	Jan 26, 20221/26/2022	Jan 26, 20221/26/2022	Chandrajit Bajaj	7.5 MB
PDF File Lecture4-01-31-2022.pdf	Lecture4-01-31-2022.pdf	Jan 31, 20221/31/2022	Aug 28, 20238/28/2023	Chandrajit Bajaj	2.7 MB
PDF File Lecture5_02_02_2022_Sampling-HighDim.pdf	Lecture5_02_02_2022_Sampling-HighDim.pdf	Feb 2, 20222/2/2022	Feb 10, 20252/10/2025	Chandrajit Bajaj	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	Feb 26, 20252/26/2025	Chandrajit Bajaj	378 KB
PDF File Lecture7_02_09-2022-RandomWalks-MCMC.pdf	Lecture7_02_09-2022-RandomWalks-MCMC.pdf	Feb 14, 20222/14/2022	Mar 21, 20223/21/2022	Chandrajit Bajaj	378 KB
PDF File Lecture8_02_14_2022_Convex-Optimization.pdf	Lecture8_02_14_2022_Convex-Optimization.pdf	Feb 14, 20222/14/2022	Feb 26, 20252/26/2025	Chandrajit Bajaj	431 KB
PDF File Lecture9_02_16_2022-random-projections-RL.pdf	Lecture9_02_16_2022-random-projections-RL.pdf	Feb 16, 20222/16/2022	Oct 1, 202310/1/2023	Chandrajit Bajaj	253 KB
PDF File Markov Decision Processes and Markov Games - HackMD.pdf	Markov Decision Processes and Markov Games - HackMD.pdf	Apr 25, 20224/25/2022	Nov 14, 202211/14/2022	Chandrajit Bajaj	660 KB
PDF File Multiagent Q-Learning: Preliminary Study on Dominance between the Nash and Stackelberg Equilibriums - HackMD.pdf	Multiagent Q-Learning: Preliminary Study on Dominance between the Nash and Stackelberg Equilibriums - HackMD.pdf	Jul 1, 20227/1/2022	Apr 14, 20254/14/2025	Chandrajit Bajaj	222 KB
PDF File note19-04-04-2022-sgd.pdf	note19-04-04-2022-sgd.pdf	Apr 4, 20224/4/2022	Apr 5, 20224/5/2022	Yi Wang	161 KB
PDF File Reinforcement Learning (RL — Guided Policy Search (GPS)) - HackMD.pdf	Reinforcement Learning (RL — Guided Policy Search (GPS)) - HackMD.pdf	Apr 25, 20224/25/2022	Sep 27, 20239/27/2023	Chandrajit Bajaj	2.7 MB