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Manish Bhattarai

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Interactive Distillation of Large Single-Topic Corpora of Scientific Papers

Sep 19, 2023
Nicholas Solovyev, Ryan Barron, Manish Bhattarai, Maksim E. Eren, Kim O. Rasmussen, Boian S. Alexandrov

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MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware

Sep 04, 2023
Maksim E. Eren, Manish Bhattarai, Kim Rasmussen, Boian S. Alexandrov, Charles Nicholas

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Robust Adversarial Defense by Tensor Factorization

Sep 03, 2023
Manish Bhattarai, Mehmet Cagri Kaymak, Ryan Barron, Ben Nebgen, Kim Rasmussen, Boian Alexandrov

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Matrix Diagonalization as a Board Game: Teaching an Eigensolver the Fastest Path to Solution

Jun 21, 2023
Phil Romero, Manish Bhattarai, Christian F. A. Negre, Anders M. N. Niklasson, Adetokunbo Adedoyin

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SeNMFk-SPLIT: Large Corpora Topic Modeling by Semantic Non-negative Matrix Factorization with Automatic Model Selection

Aug 21, 2022
Maksim E. Eren, Nick Solovyev, Manish Bhattarai, Kim Rasmussen, Charles Nicholas, Boian S. Alexandrov

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FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation

May 04, 2022
Maksim E. Eren, Luke E. Richards, Manish Bhattarai, Roberto Yus, Charles Nicholas, Boian S. Alexandrov

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Distributed Out-of-Memory NMF of Dense and Sparse Data on CPU/GPU Architectures with Automatic Model Selection for Exascale Data

Feb 19, 2022
Ismael Boureima, Manish Bhattarai, Maksim Eren, Erik Skau, Philip Romero, Stephan Eidenbenz, Boian Alexandrov

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Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments

Jul 23, 2021
Manish Bhattarai

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A deep Q-Learning based Path Planning and Navigation System for Firefighting Environments

Nov 12, 2020
Manish Bhattarai, Manel Martinez-Ramon

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An embedded deep learning system for augmented reality in firefighting applications

Sep 22, 2020
Manish Bhattarai, Aura Rose Jensen-Curtis, Manel MartíNez-Ramón

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