17 citations · 41 across the 4 of their papers we have counts for
4 papers
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…
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…
Last-Iterate Convergence: Zero-Sum Games and Constrained Min-Max Optimization
Constantinos Daskalakis, Ioannis Panageas
Motivated by applications in Game Theory, Optimization, and Generative Adversarial Networks, recent work of Daskalakis et al \cite{DISZ17} and follow-up work of Liang and Stokes \c…
The Limit Points of (Optimistic) Gradient Descent in Min-Max Optimization
Constantinos Daskalakis, Ioannis Panageas
Motivated by applications in Optimization, Game Theory, and the training of Generative Adversarial Networks, the convergence properties of first order methods in min-max problems h…