Ozay, Necmiye

8 publications

TMLR 2025 Learning Reward Machines from Partially Observed Policies Mohamad Louai Shehab, Antoine Aspeel, Necmiye Ozay

L4DC 2024 Learning True Objectives: Linear Algebraic Characterizations of Identifiability in Inverse Reinforcement Learning Mohamad Louai Shehab, Antoine Aspeel, Nikos Arechiga, Andrew Best, Necmiye Ozay

L4DC 2022 Clustering-Based Mode Reduction for Markov Jump Systems Zhe Du, Necmiye Ozay, Laura Balzano

CoRL 2020 Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations Glen Chou, Dmitry Berenson, Necmiye Ozay

CoRL 2019 Learning Parametric Constraints in High Dimensions from Demonstrations Glen Chou, Necmiye Ozay, Dmitry Berenson

CVPR 2010 GPCA with Denoising: A Moments-Based Convex Approach Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps

CVPRW 2009 Improving Face Recognition with a Quality-Based Probabilistic Framework Necmiye Ozay, Yan Tong, Frederick W. Wheeler, Xiaoming Liu

CVPR 2008 Sequential Sparsification for Change Detection Necmiye Ozay, Mario Sznaier, Octavia I. Camps