Instructor: |
Dr. Anirban Bhattacharya, Dr. Debdeep Pati Department of Statistics 401D/C Blocker, anirbanb/debdeep [AT] stat [DOT] tamu [DOT] edu Th 10:50-11:50 PM (at the above dates) or by Appointment |
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Syllabus: |
Syllabus |
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Scribing: |
[Instructions]
[Tex-file] |
Date | Topics | Notes | Scriber |
02/19 | Distances and testing | Lecture1.pdf | Acharyya, Plummer |
02/21 | Testing and consistency | Lecture2.pdf | Alexander, Pramanik |
02/26 | Doob and Schwartz's thm | Lecture3.pdf | Chuu, Ray |
02/28 | Proof of extn. of Schwartz's thm | Lecture4.pdf | Ghosh, Yan |
03/05 | Posterior conv. rate | Lecture5.pdf | Guha, Zhou H. |
03/07 | Verification of conditions | Lecture6.pdf | Kidd, Niu |
03/19 | Prior concentration | Lecture7.pdf | Lee, Acharyya |
03/21 | Fractional Posterior (FP) and PAC Bayes | Lecture8.pdf | Liao, Alexander |
03/26 | FP Proof and Convex Regression | Lecture9.pdf | Luo, Chuu |
03/28 | Review Session | LectureR.pdf | Acharyya |
04/02 | Concentration and VB | Lecture10.pdf | Zhou S., Ghosh |