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math.ST2020★ 11 cited
Computationally and Statistically Efficient Truncated Regression
Constantinos Daskalakis, Themis Gouleakis, Christos Tzamos +1
We provide a computationally and statistically efficient estimator for the classical problem of truncated linear regression, where the dependent variable and its co…
math.ST2020
Learning Ising models from one or multiple samples
Yuval Dagan, Constantinos Daskalakis, Nishanth Dikkala +1
There have been two separate lines of work on estimating Ising models: (1) estimating them from multiple independent samples under minimal assumptions about the model's interaction…