Dr. Agata A***

Quantum Machine Learning Algorithms Symbolic AI and Neuro-Symbolic Integration Continual and Lifelong Machine Learning Neural Architecture Search and Edge Quantization Adversarial Robustness and Model Verification Algorithmic Fairness Bias Detection and Ethics in AI Federated Learning and Differential Privacy Automated Code Generation and Program Synthesis Graph Neural Networks for Relational Reasoning Self-Supervised Learning from Unlabeled Video Time-Series Forecasting with Attention Networks Code Review Automation with Machine Learning Safety-Critical Avionics Software (DO-178C) Open-Source Ecosystem Dependency Analysis API Design and Semantic Versioning Management Energy-Efficient Green Software Engineering