1 | 18-Sep-2023 | 1 | Kousha | Introduction: Testing polynomial identities | Chapter 1 |
20-Sep-2023 | 2 | Kousha | Introduction II: verifying Matrix multiplication and Karger's min-cut algorithm | Chapter 1 |
2 | 25-Sep-2023 | 3 | Kousha | Discrete Probability | Chapter 1 |
27-Sep-2023 | 4 | Kousha | Discrete Probability II | Chapter 2 and 3 |
3 | 02-Oct-2023 | 5 | Kousha | (1/2)-approximation for Max-Cut, de-randomization via conditional expectation | Chapter 2 and 3 |
04-Oct-2023 | 6 | Kousha | Chernoff Bounds and applications I | Chapter 4 |
4 | 09-Oct-2023 | 7 | Kousha | Chernoff Bounds and applications II | Chapter 4 |
11-Oct-2023 | 8 | Kousha | Birthday paradox, and Balls in Bins | Chapter 5 |
5 | 16-Oct-2023 | 9 | Kousha | The Probabilistic Method I | Chapter 6 |
18-Oct-2023 | 10 | Kousha | The Probabilistic Method II | Chapter 6 |
6 | 23-Oct-2023 | 11 | Raul | Markov Chains Basics | Chapter 7 |
25-Oct-2023 | 12 | Raul | Markov Chains II: 2-SAT Randomized Algorithm | Chapter 7 |
7 | 30-Oct-2023 | 13 | Raul | Monte Carlo Method and DNF | Chapter 7 |
1-Nov-2023 | 14 | Raul | Markov Chain Monte Carlo and Approximate counting | Chapter 7 |
8 | 06-Nov-2023 | 15 | Raul | Metropolis and Glauber | Chapter 10 |
08-Nov-2023 | 16 | Raul | Total variation distance and coupling | Chapter 10 |
9 | 13-Nov-2023 | 17 | Raul | Path Coupling | Chapter 11 |
15-Nov-2023 | 18 | Raul | Ising Models and Simulated Annealing | Chapter 11 |
10 | 20-Nov-2023 | 19 | Kousha | The Lovasz Local Lemma | Chapter 6 |
22-Nov-2023 | 20 | Kousha/Raul | Revision session Markov chains | |