statistical

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1. 1▶[CS292F 2021 Spring] Statistical RL Lecture 15: Offline RL (Part IV) Uniform OPE (continues)StatRL Spring 2021Notes
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2. 2▶[CS292F 2021 Spring] Statistical RL Lecture 14: Offline RL (Part III) Uniform OPEStatRL Spring 2021Notes
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3. 3▶[CS292F 2021 Spring] Statistical RL Lecture 13: Offline RL (Part II) Curse of Horizon and MISStatRL Spring 2021Notes
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4. 4▶[CS292F 2021 Spring] Statistical RL Lecture 12: Offline RL (Part I) Offline Policy EvaluationStatRL Spring 2021Notes
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5. 5▶[CS292F 2021 Spring] Statistical RL Lecture 11: Linear MDPs (Part II) + Intro to Offline RLStatRL Spring 2021Notes
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6. 6▶[CS292F 2021 Spring] Statistical RL Lecture 10: Exploration in Linear MDPsStatRL Spring 2021Notes
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7. 7▶[CS292F 2021 Spring] Statistical RL Lecture 9: Exploration in Tabular MDPsStatRL Spring 2021Notes
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8. 8▶[CS292F 2021 Spring] Statistical RL Lecture 8: Linear BanditsStatRL Spring 2021Notes
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9. 9▶[CS292F 2021 Spring] Statistical RL Lecture 7: Exploration in BanditsStatRL Spring 2021Notes
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10. 10▶[CS292F 2021 Spring] Statistical RL Lecture 6: RL Algorithm III + Exploration IStatRL Spring 2021Notes
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11. 11▶[CS292F 2021 Spring] Statistical RL Lecture 5: RL Algorithm IIStatRL Spring 2021Notes
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12. 12▶[CS292F 2021 Spring] Statistical RL Lecture 4: MDP III and RL Algorithm IStatRL Spring 2021Notes
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13. 13▶[CS292F 2021 Spring] Statistical RL Lecture 3: MDP IIStatRL Spring 2021Notes
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14. 14▶[CS292F 2021 Spring] Statistical RL Lecture 2: MDP IStatRL Spring 2021Notes
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15. 15▶[CS292F 2021 Spring] Statistical RL Lecture 1: Intro and MDP basicsStatRL Spring 2021Notes
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16. 16▶Course on the Statistical Learning Theory: 12 Analytic shattering coefficient - Part 1Course on the Statistical Learning TheoryNotes
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17. 17▶Course on the Statistical Learning Theory: 11 Shattering coefficient estimationCourse on the Statistical Learning TheoryNotes
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18. 18▶Course on the Statistical Learning Theory: 09 Analyzing the Distance-Weighted Nearest Neighbor AlgCourse on the Statistical Learning TheoryNotes
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19. 19▶Course on the Statistical Learning Theory: 10 hyperplane-based algorithmsCourse on the Statistical Learning TheoryNotes
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20. 20▶Course on the Statistical Learning Theory: 12 Analythic Shattering coefficient - Part 2Course on the Statistical Learning TheoryNotes
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21. 21▶Course on the Statistical Learning Theory: 07 VC DimensionCourse on the Statistical Learning TheoryNotes
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22. 22▶Course on the Statistical Learning Theory: 05 SLT Formalization - Part 3Course on the Statistical Learning TheoryNotes
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23. 23▶Course on the Statistical Learning Theory: 05 SLT Formalization - Part 2Course on the Statistical Learning TheoryNotes
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24. 24▶Course on the Statistical Learning Theory: 08 Large Margin BoundCourse on the Statistical Learning TheoryNotes
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25. 25▶Course on the Statistical Learning Theory: 06 Generalization BoundCourse on the Statistical Learning TheoryNotes
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26. 26▶Course on the Statistical Learning Theory: 05 SLT Formalization - Part 1Course on the Statistical Learning TheoryNotes
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27. 27▶Course on the Statistical Learning Theory: 01 OpeningCourse on the Statistical Learning TheoryNotes
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28. 28▶Course on the Statistical Learning Theory: 04 More on SLTCourse on the Statistical Learning TheoryNotes
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29. 29▶Course on the Statistical Learning Theory: 02 Machine Learning reviewCourse on the Statistical Learning TheoryNotes
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30. 30▶Course on the Statistical Learning Theory: 03 SLT basicsCourse on the Statistical Learning TheoryNotes
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31. 31▶Statistical Rethinking - Lecture 15Statistical Rethinking Winter 2015Notes
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32. 32▶Statistical Rethinking - Lecture 14Statistical Rethinking Winter 2015Notes
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33. 33▶Statistical Rethinking - Lecture 13Statistical Rethinking Winter 2015Notes
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34. 34▶Statistical Rethinking - Lecture 12Statistical Rethinking Winter 2015Notes
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35. 35▶Statistical Rethinking - Lecture 11Statistical Rethinking Winter 2015Notes
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36. 36▶Statistical Rethinking - Lecture 10Statistical Rethinking Winter 2015Notes
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37. 37▶Statistical Rethinking - Lecture 09Statistical Rethinking Winter 2015Notes
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38. 38▶Statistical Rethinking - Lecture 08Statistical Rethinking Winter 2015Notes
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39. 39▶Statistical Rethinking - Lecture 07Statistical Rethinking Winter 2015Notes
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40. 40▶Statistical Rethinking - Lecture06Statistical Rethinking Winter 2015Notes
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41. 41▶Statistical Rethinking - Lecture 05Statistical Rethinking Winter 2015Notes
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42. 42▶Statistical Rethinking - Lecture 04Statistical Rethinking Winter 2015Notes
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43. 43▶Statistical Rethinking - Lecture 03Statistical Rethinking Winter 2015Notes
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44. 44▶Statistical Rethinking - Lecture 02Statistical Rethinking Winter 2015Notes
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45. 45▶Statistical Rethinking - Lecture 01Statistical Rethinking Winter 2015Notes
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46. 46▶Statistical Aspects of Data Mining (Stats 202) Day 1Statistical Aspects of Data Mining (Stats 202)Notes
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47. 47▶Statistical Aspects of Data Mining (Stats 202) Day 3Statistical Aspects of Data Mining (Stats 202)Notes
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48. 48▶Statistical Aspects of Data Mining (Stats 202) Day 11Statistical Aspects of Data Mining (Stats 202)Notes
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49. 49▶Statistical Aspects of Data Mining (Stats 202) Day 2Statistical Aspects of Data Mining (Stats 202)Notes
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50. 50▶Statistical Aspects of Data Mining (Stats 202) Day 13Statistical Aspects of Data Mining (Stats 202)Notes
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