Bello, Kevin

16 publications

AISTATS 2025 Towards Fair Graph Learning Without Demographic Information Zichong Wang, Nhat Hoang, Xingyu Zhang, Kevin Bello, Xiangliang Zhang, Sundararaja Sitharama Iyengar, Wenbin Zhang

UAI 2024 Identifying Causal Changes Between Linear Structural Equation Models Vineet Malik, Kevin Bello, Asish Ghoshal, Jean Honorio

NeurIPS 2024 Identifying General Mechanism Shifts in Linear Causal Representations Tianyu Chen, Kevin Bello, Francesco Locatello, Bryon Aragam, Pradeep Ravikumar

NeurIPS 2024 Markov Equivalence and Consistency in Differentiable Structure Learning Chang Deng, Kevin Bello, Pradeep Ravikumar, Bryon Aragam

NeurIPS 2023 Global Optimality in Bivariate Gradient-Based DAG Learning Chang Deng, Kevin Bello, Pradeep K. Ravikumar, Bryon Aragam

ICMLW 2023 Global Optimality in Bivariate Gradient-Based DAG Learning Chang Deng, Kevin Bello, Pradeep Kumar Ravikumar, Bryon Aragam

ICML 2023 Optimizing NOTEARS Objectives via Topological Swaps Chang Deng, Kevin Bello, Bryon Aragam, Pradeep Kumar Ravikumar

NeurIPS 2023 iSCAN: Identifying Causal Mechanism Shifts Among Nonlinear Additive Noise Models Tianyu Chen, Kevin Bello, Bryon Aragam, Pradeep K. Ravikumar

AISTATS 2022 A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy Kevin Bello, Chuyang Ke, Jean Honorio

NeurIPS 2022 DAGMA: Learning DAGs via M-Matrices and a Log-Determinant Acyclicity Characterization Kevin Bello, Bryon Aragam, Pradeep K. Ravikumar

NeurIPS 2021 Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees Gregory Dexter, Kevin Bello, Jean Honorio

NeurIPS 2020 Fairness Constraints Can Help Exact Inference in Structured Prediction Kevin Bello, Jean Honorio

AISTATS 2020 Minimax Bounds for Structured Prediction Based on Factor Graphs Kevin Bello, Asish Ghoshal, Jean Honorio

NeurIPS 2019 Exact Inference in Structured Prediction Kevin Bello, Jean Honorio

NeurIPS 2018 Computationally and Statistically Efficient Learning of Causal Bayes Nets Using Path Queries Kevin Bello, Jean Honorio

NeurIPS 2018 Learning Latent Variable Structured Prediction Models with Gaussian Perturbations Kevin Bello, Jean Honorio