Charupriya Sharma

According to our database, Charupriya Sharma authored at least 6 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Scalable Bayesian Network Structure Learning with Splines.

Charupriya Sharma, Peter van Beek

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

An empirical study of scoring functions for learning Bayesian networks in model averaging.

Zhenyu A. Liao, Charupriya Sharma, Dongshu Luo, Peter van Beek

Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2020

Learning All Credible Bayesian Network Structures for Model Averaging.

Zhenyu A. Liao, Charupriya Sharma, James Cussens, Peter van Beek

CoRR, 2020

A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations.

Charupriya Sharma, Zhenyu A. Liao, James Cussens, Peter van Beek

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

2019

Finding All Bayesian Network Structures within a Factor of Optimal.

Zhenyu A. Liao, Charupriya Sharma, James Cussens, Peter van Beek

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2015

Learning to Search More Efficiently from Experience: A Multi-Heuristic Approach.

Sandip Aine, Charupriya Sharma, Maxim Likhachev

Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015