Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Varun Madhavan"'
Publikováno v:
Machine Learning: Science and Technology, Vol 4, Iss 2, p 025019 (2023)
It is critical that machine learning (ML) model predictions be trustworthy for high-throughput catalyst discovery approaches. Uncertainty quantification (UQ) methods allow estimation of the trustworthiness of an ML model, but these methods have not b
Externí odkaz:
https://doaj.org/article/599808aa6dab40799d3dc21db3042f1a
Publikováno v:
Physical Review E. 106
We present a machine learning algorithm that discovers conservation laws from differential equations, both numerically (parametrized as neural networks) and symbolically, ensuring their functional independence (a nonlinear generalization of linear in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b1d4a32a1ff44d676d502c7719ee1763
https://doi.org/10.1103/physreve.106.045307
https://doi.org/10.1103/physreve.106.045307
Publikováno v:
2021 Winter Simulation Conference (WSC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::05c38afd7b4450d786b868c4ced29c7d
https://doi.org/10.1109/wsc52266.2021.9715449
https://doi.org/10.1109/wsc52266.2021.9715449
Publikováno v:
Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs).
In this work, we describe the system developed by a group of undergraduates from the Indian Institutes of Technology for the Shared Task at TextGraphs-14 on Multi-Hop Inference Explanation Regeneration (Jansen and Ustalov, 2020). The shared task requ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fbe56105a035aac4f4a992880e35dc4f
https://doi.org/10.18653/v1/2020.textgraphs-1.12
https://doi.org/10.18653/v1/2020.textgraphs-1.12