Dr. Albert Peralta A***

Continual and Lifelong Machine Learning Quantum Machine Learning Algorithms Human-in-the-Loop Machine Learning Systems High-Performance GPU Distributed Model Training Federated Learning and Differential Privacy Visual Question Answering and Multimodal LLMs Deep Generative Models for Molecular Drug Design Neuromorphic Computing and Event-Based Vision Algorithmic Fairness Bias Detection and Ethics in AI Time-Series Forecasting with Attention Networks Graph Neural Networks for Relational Reasoning Self-Supervised Learning from Unlabeled Video Automated Code Generation and Program Synthesis Observability Frameworks and Distributed Logging Embedded Systems Firmware Reliability