Charupriya Sharma

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 9

Top Topics

Scoring Functions

Structure Learning

Statistical Data

Bayesian Network Structures

Top Venues

Publications

Zhenyu A. Liao, Charupriya Sharma, Dongshu Luo, Peter van Beek
An empirical study of scoring functions for learning Bayesian networks in model averaging. AI (2022)
Charupriya Sharma, Peter van Beek
Scalable Bayesian Network Structure Learning with Splines. PGM (2022)
Charupriya Sharma, Peter van Beek
Scalable Bayesian Network Structure Learning with Splines. CoRR (2021)
Charupriya Sharma, Zhenyu A. Liao, James Cussens, Peter van Beek
A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations. CoRR (2020)
Zhenyu A. Liao, Charupriya Sharma, James Cussens, Peter van Beek
Learning All Credible Bayesian Network Structures for Model Averaging. CoRR (2020)
Charupriya Sharma, Zhenyu A. Liao, James Cussens, Peter van Beek
A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations. PGM (2020)
Zhenyu A. Liao, Charupriya Sharma, James Cussens, Peter van Beek
Finding All Bayesian Network Structures within a Factor of Optimal. AAAI (2019)
Zhenyu A. Liao, Charupriya Sharma, James Cussens, Peter van Beek
Finding All Bayesian Network Structures within a Factor of Optimal. CoRR (2018)
Sandip Aine, Charupriya Sharma, Maxim Likhachev
Learning to Search More Efficiently from Experience: A Multi-Heuristic Approach. SOCS (2015)