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Cynthia Matuszek

Matrix Factorization for Inferring Associations and Missing Links
Topic Modeling and Link-Prediction for Material Property Discovery
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization
Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection
Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization
Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery

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