## 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