Manish Bhattarai

Latest

HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization
Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs
Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection
TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs
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