Ivana Nikoloska

Ivana Nikoloska is an Assistant Professor at the Department of Electrical Engineering, Eindhoven University of Technology (TU/e). She is affiliated with the Center for Quantum Materials and Technology Eindhoven and BIASlab (Bayesian Intelligence and Stochastic Agents Lab). Her academic career includes prior roles as a Research Associate at King’s College London and a Visiting Researcher at Aalborg University.

• PhD: Monash University, Australia (2023)
• MSc & Dipl.-Ing.: University of Ss. Cyril and Methodius, North Macedonia

Research Interests span foundational and applied machine learning, quantum computing, and information/communication engineering. Her work focuses on integrating Bayesian inference, variational methods, and quantum technologies for tasks like signal processing, channel estimation, and power control optimization.

• Quantum Machine Learning
• Bayesian Simulation-Based Inference
• Meta-learning for Wireless Systems
• Hybrid Quantum-Classical Architectures
• Stochastic Signal Processing
• Quantum Sensing & Metrology

Notable Trends in Publications include quantum recurrent neural networks with adaptive gating, Bayesian frameworks for quantum sensing, and meta-learning applications in communication systems. She explores variational inference for planning and robust algorithms for channel estimation under non-ideal conditions.