Dr. Aleksandra K***

Continual and Lifelong Machine Learning Symbolic AI and Neuro-Symbolic Integration Algorithmic Fairness Bias Detection and Ethics in AI Self-Supervised Learning from Unlabeled Video Visual Question Answering and Multimodal LLMs Neuromorphic Computing and Event-Based Vision Graph Neural Networks for Relational Reasoning Deep Generative Models for Molecular Drug Design High-Performance GPU Distributed Model Training Human-in-the-Loop Machine Learning Systems Federated Learning and Differential Privacy High-Throughput Message Brokers (Kafka/Pulsar) Concurrency Bugs and Race Condition Detection Fault-Tolerant Distributed Data Stores