Kevin Bello

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Structured Prediction

Continuous State

Top Venues

Publications

Abdolmahdi Bagheri, Matin Alinejad, Kevin Bello, Alireza Akhondi Asl
C2P: Featuring Large Language Models with Causal Reasoning. CoRR (2024)
Abdolmahdi Bagheri, Mohammad Pasande, Kevin Bello, Babak Nadjar Araabi, Alireza Akhondi Asl
Discovering the effective connectome of the brain with dynamic Bayesian DAG learning. NeuroImage 297 (2024)
Abdolmahdi Bagheri, Mohammad Pasande, Kevin Bello, Alireza Akhondi Asl, Babak Nadjar Araabi
Bayesian Dynamic DAG Learning: Application in Discovering Dynamic Effective Connectome of Brain. CoRR (2023)
Chang Deng, Kevin Bello, Bryon Aragam, Pradeep Ravikumar
Global Optimality in Bivariate Gradient-based DAG Learning. CoRR (2023)
Chang Deng, Kevin Bello, Bryon Aragam, Pradeep Ravikumar
Optimizing NOTEARS Objectives via Topological Swaps. CoRR (2023)
Tianyu Chen, Kevin Bello, Bryon Aragam, Pradeep Ravikumar
iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models. CoRR (2023)
Chang Deng, Kevin Bello, Bryon Aragam, Pradeep Kumar Ravikumar
Optimizing NOTEARS Objectives via Topological Swaps. ICML (2023)
Tianyu Chen, Kevin Bello, Bryon Aragam, Pradeep Ravikumar
iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models. NeurIPS (2023)
Chang Deng, Kevin Bello, Pradeep Ravikumar, Bryon Aragam
Global Optimality in Bivariate Gradient-based DAG Learning. NeurIPS (2023)
Kevin Bello, Chuyang Ke, Jean Honorio
A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy. AISTATS (2022)
Kevin Bello, Bryon Aragam, Pradeep Ravikumar
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization. NeurIPS (2022)
Hanbyul Lee, Kevin Bello, Jean Honorio
On the Fundamental Limits of Exact Inference in Structured Prediction. ISIT (2022)
Kevin Bello, Bryon Aragam, Pradeep Ravikumar
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization. CoRR (2022)
Qiuling Xu, Kevin Bello, Jean Honorio
A Le Cam Type Bound for Adversarial Learning and Applications. ISIT (2021)
Hanbyul Lee, Kevin Bello, Jean Honorio
On the Fundamental Limits of Exact Inference in Structured Prediction. CoRR (2021)
Gregory Dexter, Kevin Bello, Jean Honorio
Inverse Reinforcement Learning in the Continuous Setting with Formal Guarantees. CoRR (2021)
Kevin Bello, Chuyang Ke, Jean Honorio
A Thorough View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy. CoRR (2021)
Gregory Dexter, Kevin Bello, Jean Honorio
Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees. NeurIPS (2021)
Kevin Bello, Qiuling Xu, Jean Honorio
Fundamental Limits of Adversarial Learning. CoRR (2020)
Kevin Bello, Jean Honorio
Fairness constraints can help exact inference in structured prediction. NeurIPS (2020)
Kevin Bello, Asish Ghoshal, Jean Honorio
Minimax Bounds for Structured Prediction Based on Factor Graphs. AISTATS (2020)
Kevin Bello, Jean Honorio
Fairness constraints can help exact inference in structured prediction. CoRR (2020)
Kevin Bello, Jean Honorio
Exact inference in structured prediction. NeurIPS (2019)
Kevin Bello, Jean Honorio
Exact inference in structured prediction. CoRR (2019)
Kevin Bello, Asish Ghoshal, Jean Honorio
Minimax bounds for structured prediction. CoRR (2019)
Kevin Bello, Jean Honorio
Computationally and statistically efficient learning of causal Bayes nets using path queries. NeurIPS (2018)
Kevin Bello, Jean Honorio
Learning latent variable structured prediction models with Gaussian perturbations. NeurIPS (2018)
Ronald Cardenas, Kevin Bello, Alberto Coronado, Elizabeth Villota
Improving Topic Coherence Using Entity Extraction Denoising. Prague Bull. Math. Linguistics 110 (2018)
Kevin Bello, Jean Honorio
Learning latent variable structured prediction models with Gaussian perturbations. CoRR (2018)
Kevin Bello, Jean Honorio
Learning Bayes networks using interventional path queries in polynomial time and sample complexity. CoRR (2017)