2 papers
stat.ML2020
Logistic-Regression with peer-group effects via inference in higher order Ising models
Constantinos Daskalakis, Nishanth Dikkala, Ioannis Panageas
Spin glass models, such as the Sherrington-Kirkpatrick, Hopfield and Ising models, are all well-studied members of the exponential family of discrete distributions, and have been i…
cs.LG2019
Regression from Dependent Observations
Constantinos Daskalakis, Nishanth Dikkala, Ioannis Panageas
The standard linear and logistic regression models assume that the response variables are independent, but share the same linear relationship to their corresponding vectors of cova…