Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for David I. Inouye

Iterative Barycenter Flows


Apr 15, 2021
David I. Inouye, Zeyu Zhou, Ziyu Gong, Pradeep Ravikumar


  Access Paper or Ask Questions

Shapley Explanation Networks


Apr 06, 2021
Rui Wang, Xiaoqian Wang, David I. Inouye

* 26 pages, 11 figures, accepted to ICLR 2021 

  Access Paper or Ask Questions

Exploring Adversarial Examples via Invertible Neural Networks


Dec 24, 2020
Ruqi Bai, Saurabh Bagchi, David I. Inouye


  Access Paper or Ask Questions

Diagnostic Curves for Black Box Models


Dec 02, 2019
David I. Inouye, Liu Leqi, Joon Sik Kim, Bryon Aragam, Pradeep Ravikumar

* Accepted to NeurIPS 2019 Workshop on Safety and Robustness in Decision Making 

  Access Paper or Ask Questions

A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution


Dec 27, 2016
David I. Inouye, Eunho Yang, Genevera I. Allen, Pradeep Ravikumar


  Access Paper or Ask Questions

Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies


Jun 10, 2016
David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon

* ICML 2016 

  Access Paper or Ask Questions

Generalized Root Models: Beyond Pairwise Graphical Models for Univariate Exponential Families


Jun 02, 2016
David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon


  Access Paper or Ask Questions