Bajaj-Sampling-Slides-2023.pdf | Dec 5, 202412/5/2024 | 6:30am7/24/2025 | | 14.2 MB | |
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compressivesensing-optz.pdf | Mar 2, 20253/2/2025 | Mar 5, 20253/5/2025 | | 146 KB | |
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Data Clustering Using Hamiltonian Dynamics_ Parts 1, 2.pdf | Apr 2, 20254/2/2025 | Apr 18, 20254/18/2025 | | 782 KB | |
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Fall2023_notes_1.pdf | Dec 5, 202412/5/2024 | Jul 17, 20257/17/2025 | | 1.5 MB | |
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Fall2023_notes2.pdf | Dec 5, 202412/5/2024 | Monday7/21/2025 | | 420 KB | |
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flaschka-concentration-geomHigh.pdf | Dec 5, 202412/5/2024 | Mar 17, 20253/17/2025 | | 543 KB | |
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Game Theory_ Actionable Machine Learning - HackMD.pdf | Dec 5, 202412/5/2024 | 1:47am7/24/2025 | | 619 KB | |
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Game Theory_ Stochastic-Decision-Making.pdf | Apr 17, 20254/17/2025 | Apr 17, 20254/17/2025 | | 594 KB | |
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Gaussian Processes-Intro.pdf | Apr 7, 20254/7/2025 | Apr 7, 20254/7/2025 | | 3.3 MB | |
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Guided Policy Search II_ Training - HackMD.pdf | Dec 5, 202412/5/2024 | 2:33am7/24/2025 | | 10.6 MB | |
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Lane keeping in autonomous driving with Model Predictive Control & PID .pdf | Apr 17, 20254/17/2025 | Apr 21, 20254/21/2025 | | 747 KB | |
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Learning Dynamics with Control.pdf | Apr 2, 20254/2/2025 | Apr 17, 20254/17/2025 | | 1.1 MB | |
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Lec-Models from Data-Part2 -AMRR.pdf | Feb 19, 20252/19/2025 | Feb 19, 20252/19/2025 | | 2.2 MB | |
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Lec-notebook-neuralODE-oct22.pdf | Dec 5, 202412/5/2024 | Yesterday7/23/2025 | | 728 KB | |
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Lec1-Learning-Dynamic-Environments-2023.pdf | Dec 5, 202412/5/2024 | Monday7/21/2025 | | 16.3 MB | |
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Lec3-generalization-error-in-machine-learning.pdf | Dec 5, 202412/5/2024 | Sunday7/20/2025 | | 2.8 MB | |
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Lec10_02_21_20222-Expectation Maximization.pdf | Dec 5, 202412/5/2024 | 3:01am7/24/2025 | | 2.6 MB | |
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Lec11-Notes-Optimization-via-GradientDescent (Adagrad, RMSProp, ADAM).pdf | Feb 25, 20252/25/2025 | Feb 25, 20252/25/2025 | | 3.7 MB | |
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Lec12-02-28-2022-Bayesian Modeling with Multivariate Gaussians.pdf | Dec 5, 202412/5/2024 | 1:53am7/24/2025 | | 4.3 MB | |
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lec16-03-23-2022-svm-intro.pdf | Dec 5, 202412/5/2024 | 1:36am7/24/2025 | | 2.1 MB | |
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Lec16-17-03-02-07-2022-Gaussian Processes for Learning Non-Linear Functions.pdf | Dec 5, 202412/5/2024 | Jul 17, 20257/17/2025 | | 7.6 MB | |
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lec19-04-04-2022-svm-sgd.pdf | Dec 5, 202412/5/2024 | 1:28am7/24/2025 | | 2.8 MB | |
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lecture 3 _ Learning Theory and Model Selection - HackMD.pdf | Dec 5, 202412/5/2024 | 3:55am7/24/2025 | | 7.8 MB | |
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Lecture 4-Statistical Machine Learning I: stochastic optimization formulations using entropy - HackMD.pdf | Dec 5, 202412/5/2024 | 7:03am7/24/2025 | | 2.8 MB | |
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Lecture Models-from-Data_Part I_ Projections -Gradient Descent.pdf | Dec 5, 202412/5/2024 | 2:19am7/24/2025 | | 3.8 MB | |
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