Search Results for author: Amit Surana

Found 7 papers, 0 papers with code

Hypergraph Analysis Toolbox for Chromosome Conformation

no code implementations21 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.

Hypergraph Dissimilarity Measures

no code implementations15 Jun 2021 Amit Surana, Can Chen, Indika Rajapakse

In this paper, we propose two novel approaches for hypergraph comparison.

Monte Carlo Tree Search Based Tactical Maneuvering

no code implementations13 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.

Guided Policy Search Based Control of a High Dimensional Advanced Manufacturing Process

no code implementations12 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.

reinforcement-learning Reinforcement Learning (RL)

Controllability of Hypergraphs

no code implementations25 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.

Assessment of Faster R-CNN in Man-Machine collaborative search

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.

Experimental Design

A Chaotic Dynamical System that Paints

no code implementations8 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?

Uncertainty Quantification

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