3 papers
cs.LG2026
Neural Aided Kalman Filtering for UAV State Estimation in Degraded Sensing Environments
Akhil Gupta, Erhan Guven
Accurate state estimation of nonlinear dynamical systems is fundamental to modern aerospace operations across air, sea, and space domains. Online tracking of adversarial unmanned a…
cs.LG2025
Bridging Quantum and Classical Computing in Drug Design: Architecture Principles for Improved Molecule Generation
Andrew Smith, Erhan Guven
Hybrid quantum-classical machine learning offers a path to leverage noisy intermediate-scale quantum (NISQ) devices for drug discovery, but optimal model architectures remain uncle…
cs.IR2025
Optimizing Recommendations using Fine-Tuned LLMs
Prabhdeep Cheema, Erhan Guven
As digital media platforms strive to meet evolving user expectations, delivering highly personalized and intuitive movies and media recommendations has become essential for attract…