22 citations · 40 across the 9 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 5 cited
Learning from weakly dependent data under Dobrushin's condition
Yuval Dagan, Constantinos Daskalakis, Nishanth Dikkala +1
Statistical learning theory has largely focused on learning and generalization given independent and identically distributed (i.i.d.) samples. Motivated by applications involving t…
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…