Gray, Alexander

12 publications

ISIPTA 2025 Dealing with Cycles in Graph-Based Probabilistic Models: The Case of Logical Credal Networks Fabio G. Cozman, Radu Marinescu, Junkyu Lee, Alexander Gray, Denis D. Mauá

NeurIPS 2024 Abductive Reasoning in Logical Credal Networks Radu Marinescu, Junkyu Lee, Debarun Bhattacharjya, Fabio Cozman, Alexander Gray

NeurIPS 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation Bowen Li, Zhaoyu Li, Qiwei Du, Jinqi Luo, Wenshan Wang, Yaqi Xie, Simon Stepputtis, Chen Wang, Katia Sycara, Pradeep Ravikumar, Alexander Gray, Xujie Si, Sebastian Scherer

ICML 2013 Sparsity-Based Generalization Bounds for Predictive Sparse Coding Nishant Mehta, Alexander Gray

ICML 2013 Stochastic Alternating Direction Method of Multipliers Hua Ouyang, Niao He, Long Tran, Alexander Gray

ICML 2013 Tree-Independent Dual-Tree Algorithms Ryan Curtin, William March, Parikshit Ram, David Anderson, Alexander Gray, Charles Isbell

NeurIPS 2013 Which Space Partitioning Tree to Use for Search? Parikshit Ram, Alexander Gray

AISTATS 2012 UPAL: Unbiased Pool Based Active Learning Ravi Ganti, Alexander Gray

AISTATS 2011 CAKE: Convex Adaptive Kernel Density Estimation Ravi Sastry Ganti Mahapatruni, Alexander Gray

AISTATS 2007 Fast Mean Shift with Accurate and Stable Convergence Ping Wang, Dongryeol Lee, Alexander Gray, James M. Rehg

JMLR 2006 New Algorithms for Efficient High-Dimensional Nonparametric Classification Ting Liu, Andrew W. Moore, Alexander Gray

NeurIPS 2003 New Algorithms for Efficient High Dimensional Non-Parametric Classification Ting Liu, Andrew W. Moore, Alexander Gray