no code implementations • 31 Dec 2020 • Paul Grouchy, Shobhit Jain, Michael Liu, Kuhan Wang, Max Tian, Nidhi Arora, Hillary Ngai, Faiza Khan Khattak, Elham Dolatabadi, Sedef Akinli Kocak
With the growing amount of text in health data, there have been rapid advances in large pre-trained models that can be applied to a wide variety of biomedical tasks with minimal task-specific modifications.
1 code implementation • 9 Sep 2020 • Gergely Buza, Shobhit Jain, George Haller
Model reduction of large nonlinear systems often involves the projection of the governing equations onto linear subspaces spanned by carefully-selected modes.
Dynamical Systems Computational Engineering, Finance, and Science
no code implementations • WS 2019 • Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar
Distributed word embeddings have yielded state-of-the-art performance in many NLP tasks, mainly due to their success in capturing useful semantic information.
1 code implementation • 23 Oct 2018 • Shobhit Jain, Thomas Breunung, George Haller
We derive conditions under which the integral equation can be solved by a simple and fast Picard iteration even for non-smooth mechanical systems.
Dynamical Systems Computational Engineering, Finance, and Science Numerical Analysis Chaotic Dynamics