Calendar (tentative)
All readings from the open-access book: Foundations of Probabilistic Programming.
Date | Topic | Presenter | Reading | Notes |
---|---|---|---|---|
8/26 | Semantics of Probabilistic Programs | Justin | Ch. 1/2 | |
8/31 | Semantics of Probabilistic Programs | Justin | Ch. 1/2 | |
8/31 | ||||
9/2 | Semantics of Probabilistic Programs | Justin | Ch. 1/2 | |
9/7 | Computable Distributions | Justin | Ch. 3 | |
9/9 | Computable Distributions Reading: Synthetic topology of data types and classical spaces |
Justin | Ch. 3 | |
9/14 | Probabilistic λ-Calculi | Karuna | Ch. 4 | |
9/16 | Probabilistic λ-Calculi | Justin | Ch. 4 | |
9/21 | Probabilistic Couplings | Wen-Ding | Ch. 5 | |
9/23 | Probabilistic Couplings | Justin | Ch. 5 | |
9/28 | Expected Runtime | Noam | Ch. 6 | |
9/30 | Expected Runtime Reading: A Pre-Expectation Calculus for Probabilistic Sensitivity |
Justin | Ch. 6 | |
10/1 | ||||
10/5 | Termination Analysis | Jasper | Ch. 7 | |
10/7 | Termination Analysis | Justin | Ch. 7 | |
10/12 | ||||
10/14 | Concentration of Measure | Jacob | Ch. 8 | |
10/19 | Bayesian Reasoning | Keri | Ch. 9 | |
10/21 | Bayesian Reasoning Reading: A synthetic approach to Markov kernels, conditional independence and theorems on sufficient statistics |
Justin | Ch. 9 | |
10/26 | Quantitative Equational Reasoning | Leon | Ch. 10 | |
10/28 | Quantitative Equational Reasoning | Justin | Ch. 10 | |
11/2 | Probabilistic Abstract Interpretation Reading: Static Program Analysis, Ch. 10 |
Justin | Ch. 11 | |
11/4 | Probabilistic Abstract Interpretation | Justin | Ch. 11 | |
11/5 | ||||
11/9 | Quantitative Information Flow | Luke | Ch. 12 | |
11/11 | Quantitative Information Flow Reading: Recent Developments in Quantitative Information Flow |
Justin | Ch. 12 | |
11/16 | Probabilistic Language for Testing | Justin | Ch. 13 | |
11/18 | Probabilistic Language for Testing | Justin | Ch. 13 | |
11/23 | Probabilistic Inference | Justin | Ch. 14 | |
11/25 | ||||
11/30 | Programming Unreliable Hardware | Qian | Ch. 15 | |
12/2 | Programming Unreliable Hardware | Justin | Ch. 15 | |
12/7 | Differential Privacy | Justin | ||
12/17 | ||||
12/17 | 9-11 AM in Gates G01 |