Allen, Genevera I.

10 publications

NeurIPS 2025 Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets Ji Xia, Yizi Zhang, Shuqi Wang, Genevera I. Allen, Liam Paninski, Cole Lincoln Hurwitz, Kenneth D. Miller

ICLRW 2025 LIMEADE: Local Interpretable Manifold Explanations for Dimension Evaluations Tarek M Zikry, Genevera I. Allen

TMLR 2025 Top-$k$ Feature Importance Ranking Eric Chen, Tiffany Tang, Genevera I. Allen

TMLR 2024 Fair Feature Importance Scores for Interpreting Decision Trees Camille Olivia Little, Debolina Halder Lina, Genevera I. Allen

JMLR 2021 Integrated Principal Components Analysis Tiffany M. Tang, Genevera I. Allen

JMLR 2021 Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data Minjie Wang, Genevera I. Allen

JMLR 2015 Graphical Models via Univariate Exponential Family Distributions Eunho Yang, Pradeep Ravikumar, Genevera I. Allen, Zhandong Liu

AISTATS 2014 Mixed Graphical Models via Exponential Families Eunho Yang, Yulia Baker, Pradeep Ravikumar, Genevera I. Allen, Zhandong Liu

NeurIPS 2013 Conditional Random Fields via Univariate Exponential Families Eunho Yang, Pradeep K Ravikumar, Genevera I Allen, Zhandong Liu

NeurIPS 2013 On Poisson Graphical Models Eunho Yang, Pradeep K Ravikumar, Genevera I Allen, Zhandong Liu