Schedule
[Mon, Jun 12][handout][Ref: [Course0], section 1.1, 1.2] Introduction on SoS basics
[TBD][handout][Ref: [Course0], section 1.3] Round pseudo-distribution: Max-Cut
[TBD][handout][Ref: [Hop0] section 1] GMM (1): Identifiable proof
[TBD][handout][Ref: [Hop0] section 2, 3] GMM (2): SoS identifiable proof
[TBD][handout][Ref: [Hop0] section 4] GMM (3): Rounding
[TBD][handout][Ref: [Hop17]] Mean estimation in sub-Gaussian rates
[TBD][handout][Ref: [CHKRT20]] Covariance estimation for heavy-tailed distribution
[TBD][handout][Ref: [KKK19][BK20a]] Anti-concentration (1): List-decodable linear regression
[TBD][handout][Ref: [DHKK20][BK20b]] Anti-concentration (2): Robustly learning GMM