Tentative Schedule
Wednesday (Sept. 21)
| 09:00 - 09:30 | Opening & Greeting |
| 09:30 - 10:30 | Keynote Sven Körner - The First Rule of AI: Hard Things are Easy, Easy Things are Hard |
| 10:30 - 10:45 | Break |
| 10:45 - 12:15 | Paper Session 1 |
| 10:45 - 11:00 | Assessing the Performance Gain on Retail Article Categorization at the Expense of Explainability and Resource Efficiency (Technical Communications; 10 min. presentation + 5 min. Q&A) |
| 11:00 - 11:15 | Enabling Supervised Machine Learning Through Data Pooling: A Case Study with Small and Medium-Sized Enterprises in the Service Industry (Technical Communications; 10 min. presentation + 5 min. Q&A) |
| 11:15 - 11:30 | Leveraging implicit gaze-based user feedback for interactive machine learning (Technical Communications; 10 min. presentation + 5 min. Q&A) |
| 11:30 - 11:45 | Break |
| 11:45 - 12:00 | Deep Neural Networks for Geometric Shape Deformation (Technical Communications; 10 min. presentation + 5 min. Q&A) |
| 12:00 - 12:15 | An Implementation of Nonmonotonic Reasoning with System W (Technical Communications; 10 min. presentation + 5 min. Q&A) |
| 12:15 - 13:30 | Lunch Break |
| 13:30 - 14:50 | Keynote Ahmad-Reza Sadeghi - Federated Learning: Promises, Opportunities and Security Challenges |
| 14:50 - 15:00 | Break |
| 15:00 - 16:30 | Panel Plattform Lernende Systeme: Privacy and Data Use for AI in mobility and health: Areas of tension or innovation fields? |
| 17:00 - 18:30 | Virtual City Tour |
Thursday (Sept. 22)
| 09:00 - 10:15 | Keynote Bruce Edmonds - Prospects for Using Context to Integrate Reasoning and Learning |
| 10:15 - 10:30 | Break |
| 10:30 - 12:00 | Paper Session 2 |
| 10:30 - 11:00 | Communicating Safety of Planned Paths via Optimally-Simple Explanations (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 11:00 - 11:30 | PEBAM: A Profile-based Evaluation Method for Bias Assessment on Mixed Datasets (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 11:30 - 12:00 | Health And Habit: an Agent-based Approach (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 12:00 - 13:30 | Lunch Break |
| 13:30 - 14:30 | Workshop Wrap-Up |
| 14:30 - 15:30 | Keynote Manuela Veloso - AI in Robotics and AI in Finance: Challenges, Contributions, and Discussion |
| 15:30 - 15:45 | Break |
| 15:45 - 17:15 | Paper Session 3: Best Paper Candidates |
| 15:45 - 16:15 | Automated Kantian Ethics: A Faithful Implementation (Full Paper & Best Paper Candidate; 20 min. presentation + 10 min. Q&A) |
| 16:15 - 16:45 | HanKA: Enriched Knowledge Used by an Adaptive Cooking Assistant (Full Paper & Best Paper Candidate; 20 min. presentation + 10 min. Q&A) |
| 16:45 - 17:15 | The Randomness of Input Data Spaces is an A Priori Predictor for Generalization (Full Paper & Best Paper Candidate; 20 min. presentation + 10 min. Q&A) |
| 17:15 - 17:30 | Announcement of Winner of the Best Paper Awards |
| 17:30 - 19:00 | FBKI-General Assembly - Community Meeting |
| 19:00 - open end | Wine Tasting |
Friday (Sept. 23)
| 09:00 - 10:15 | Keynote Eyke Hüllermeier - Representation and Quantification of Uncertainty in Machine Learning |
| 10:15 - 10:30 | Break |
| 10:30 - 12:00 | Paper Session 4 |
| 10:30 - 11:00 | NeuralPDE: Modelling Dynamical Systems from Data (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 11:00 - 11:30 | Dynamically Self-Adjusting Gaussian Processes for Data Stream Modelling (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 11:30 - 12:00 | Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 12:00 - 13:30 | Lunch Break |
| 13:30 - 14:30 | Paper Session 5 |
| 13:30 - 14:00 | Unsupervised Alignment of Distributional Word Embeddings (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 14:00 - 14:30 | Knowledge Graph Embeddings with Ontologies: Reification for Representing Arbitrary Relations (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 14:30 - 14:45 | Break |
| 14:45 - 15:30 | Paper Session 6 |
| 14:45 - 15:15 | Optimal Fixed-Premise Repairs of EL TBoxes (Full Paper; 20 min. presentation + 10 min. Q&A) |
| 15:15 - 15:30 | Learning the Markov Order of Paths in Graphs (Resubmission; 10 min. presentation + 5 min. Q&A) |
| 15:30 | Closing |
You can find a detailed Workshop schedule at:
https://ki2022.gi.de/schedule/workshop-schedule
You can find a detailed Doctoral Consortium schedule at:
https://ki2022.gi.de/schedule/doctoral-consortium-schedule