no code implementations • 21 Nov 2022 • Joshua Pickard, Can Chen, Rahmy Salman, Cooper Stansbury, Sion Kim, Amit Surana, Anthony Bloch, Indika Rajapakse
Recent advances in biological technologies, such as multi-way chromosome conformation capture (3C), require development of methods for analysis of multi-way interactions.
no code implementations • 15 Jun 2021 • Amit Surana, Can Chen, Indika Rajapakse
In this paper, we propose two novel approaches for hypergraph comparison.
no code implementations • 13 Sep 2020 • Kunal Srivastava, Amit Surana
In this paper we explore the application of simultaneous move Monte Carlo Tree Search (MCTS) based online framework for tactical maneuvering between two unmanned aircrafts.
no code implementations • 12 Sep 2020 • Amit Surana, Kishore Reddy, Matthew Siopis
In this paper we apply guided policy search (GPS) based reinforcement learning framework for a high dimensional optimal control problem arising in an additive manufacturing process.
no code implementations • 25 May 2020 • Can Chen, Amit Surana, Anthony Bloch, Indika Rajapakse
In this paper, we develop a notion of controllability for hypergraphs via tensor algebra and polynomial control theory.
no code implementations • CVPR 2019 • Arturo Deza, Amit Surana, Miguel P. Eckstein
With the advent of modern expert systems driven by deep learning that supplement human experts (e. g. radiologists, dermatologists, surveillance scanners), we analyze how and when do such expert systems enhance human performance in a fine-grained small target visual search task.
no code implementations • 8 Apr 2015 • Tuhin Sahai, George Mathew, Amit Surana
Can a dynamical system paint masterpieces such as Da Vinci's Mona Lisa or Monet's Water Lilies?