Vaidyanathan P. R.

Address:
Vaidyanathan P. R.
Technische Universität Wien
Institute of Logic and Computation
Favoritenstraße 9–11, E192-01
1040 Wien
Austria

Room: HA0406
Phone: +43(1)58801–192139
Email: vaidyanathan@ac.tuwien.ac.at
Web: http://www.ac.tuwien.ac.at/people/vaidyanathan/

ORCID iD icon orcid.org/0000-0002-3101-2085

Publications

6 results
2024
[6]The Power of Collaboration: Learning Large Bayesian Networks at Scale
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2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI), pages 371-378, 2024.
[bibtex] [doi]
2023
[5]Proven optimally-balanced Latin rectangles with SAT
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Proceedings of CP 2023, the 29th International Conference on Principles and Practice of Constraint Programming (Roland Yap, ed.), volume 280 of LIPIcs, pages 48:1–48:10, 2023, Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
[bibtex] [pdf] [doi]
2022
[4]Learning Large Bayesian Networks with Expert Constraints
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38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), Eindhoven, Netherlands, August 1–5, 2022 (James Cussens, Kun Zhang, eds.), pages 180:1592–1601, 2022.
[bibtex] [pdf]
2021
[3]Learning fast-inference Bayesian networks
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Proceedings of NeurIPS 2021, the Thirty-fifth Conference on Neural Information Processing Systems (M. Ranzato, A. Beygelzimer, K. Nguyen, P.S. Liang, J.W. Vaughan, Y. Dauphin, eds.), pages 17852–17863, 2021.
[bibtex] [pdf]
[2]Turbocharging Treewidth-Bounded Bayesian Network Structure Learning
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Proceeding of AAAI-21, the Thirty-Fifth AAAI Conference on Artificial Intelligence, pages 3895–3903, 2021, AAAI Press.
[bibtex] [pdf]
2020
[1]MaxSAT-Based Postprocessing for Treedepth
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Proceedings of CP 2020, the 26th International Conference on Principles and Practice of Constraint Programming (Helmut Simonis, ed.), volume 12333 of Lecture Notes in Computer Science, pages 478–495, 2020, Springer Verlag.
[bibtex] [pdf] [doi]