JournalsmslVol. 4, No. 3/4

Volume 4, No. 3/4 (2021)

Mathematical Statistics and Learning

S2O

Articles of this issue are accessible as open access under our subscribe to open model.

Math. Stat. Learn. cover

pp. 143–220
Randomly initialized EM algorithm for two-component Gaussian mixture achieves near optimality in $O (n)$ iterations
Yihong WuHarrison H. Zhou
DOI 10.4171/MSL/29
pp. 221–251
Optimal low-degree hardness of maximum independent set
Alexander S. Wein
DOI 10.4171/MSL/25
pp. 253–292
Distribution-free robust linear regression
Jaouad MourtadaTomas VaškevičiusNikita Zhivotovskiy
DOI 10.4171/MSL/27