Theoretical and Practical Issues in Feature Fusion Ny
Problem: how should features from different input modalities be fused together for classification tasks? What are the theoretical and practical properties of different fusion methods? Is there one definitively best method?
Reinforcement Learning in Combinatorially-Structured Environments: An Empirical Study Ny
The goal of this project is to conduct an extensive empirical study of such algorithmic ideas. In particular we would like to understand, through an empirical study, whether such model-based ideas could be combined with Q-learning
Crowdsourcing the Evaluation of interpretability methods for NLP or computer vision Ny
Interpretability methods such as LIME, SHAP, LIMSI etc. aim to learn post-hoc explanations for why NLP/CV models behave the way they do.
Data-driven technologies and ethical perspectives Ny
Workplace studies, Tech in the trenches of society, Future of work - AI and automation for decision-support in public services, especially focusing on data work. - Smart cities, sensor technologies and sensed environments
Processes, machine learning and distributed systems Ny
Particular topics of interest include: 1) Executing and monitoring processes on blockchains 2) Process mining: machine learning for processes 3) Distributed modelling of process models 4) Planning of processes, in particular in
Projects in Software Engineering and Law Ny
We create theories and tools ensuring that IT applications behave in a lawful way, preserving (human) rights and guaranteeing that obligations are fulfilled.
Data Management Systems Ny
Applications adopting Event-Driven and Microservice Architecture are composed by loosely-coupled components that react to incoming events, often performing changes in their own state and propagating those changes to others.
Formal Methods in Software Engineering Supervisor Boris Düdder and Haiqin Wu Ny
Secure and fair distributed systems for industrial applications Examples for Bachelor projects in: Data Eco-System Projects or Artificial Intelligence in Software Engineering Projects
Beat Quantum Physicists at their own Game! Ny
- Joint project with Center for Quantum Devices - Extend and improve methods to autotune quantum devices - Run your algorithm on a real or simulated device!