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Manish Bhattarai

Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization
Catch'em all: Classification of Rare, Prominent, and Novel Malware Families
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
Distributed out-of-memory NMF on CPU/GPU architectures
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection
MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware
Sub-topic and Semantic Sub-structure Extraction via SPLIT: Joint Nonnegative Matrix Factorization (NMF) with Automatic Model Selection
One-Shot Federated Group Collaborative Filtering
Distributed Out-of-Memory SVD on CPU/GPU Architectures
SeNMFk-SPLIT: Large Corpora Topic Modeling by Semantic Non-negative Matrix Factorization with Automatic Model Selection
FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation
Distributed Out-of-Memory NMF of Dense and Sparse Data on CPU/GPU Architectures with Automatic Model Selection for Exascale Data
General-Purpose Unsupervised Cyber Anomaly Detection via Non-Negative Tensor Factorization

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