==== Agenda: ====


^  Opening of Workshop on Mathematical Foundations of Machine Learning  ^^^^
| 7:50~8:00 CEST  | **Welcome**                                                                                                                              | Masashi SUGIYAMA and Tomasz PIOTROWSKI                                                                                 ||
^  Session 1  ^^^^
| 8:00~8:20 CEST  | **Classifier Learning Using Multi-objective Optimization - Threats to Validity**                                                  | Michał WOŹNIAK          | Wrocław University of Science and Technology, Wrocław, Poland                                |
| 8:20~8:40 CEST  | **Convergence of Fixed Point Iterations of Positive Concave Mappings with Applications to Design of Machine Learning Algorithms** | Renato L. G. CAVALCANTE | HHI Fraunhofer Institute, Berlin, Germany                                                    |
| 8:40~9:00 CEST  | **Fixed Points of Nonnegative Neural Networks**                                                                                   | Tomasz PIOTROWSKI       | Nicolaus Copernicus University, Toruń, Poland                                                |
| 9:00~9:20 CEST  |  Coffee Break   |||
| ||||
^  Session 2  ^^^^
| 9:20~9:40 CEST  | **Quantum Kernel Methods in Machine Learning**                                                                                    | Minh HA QUANG           | RIKEN AIP, Tokyo, Japan                                                                      |
| 9:40~10:00 CEST  | **Efficient Machine Learning with Tensor Networks**                                                                               | Qibin ZHAO              | RIKEN AIP, Tokyo, Japan                                                                      |
| 10:00~10:20 CEST | **Tensor Networks for CNN Compression**                                                                                           | Rafał ZDUNEK            | Wrocław University of Science and Technology, Wrocław, Poland                                |
| 10:20~10:40 CEST | **Discovering Optimal Tensor Network Architectures: An Exploration of Tensor Network Structure Search (TN-SS)**                   | Chao LI                 | RIKEN AIP, Tokyo, Japan                                                                      |
| 10:40~11:00 CEST |  Coffee Break   |||
| ||||
^  Session 3  ^^^^
| 11:00~11:20 CEST | **Explainable AI: Opportunities and Challenges**                                                                                  | Przemysław BIECEK       | Warsaw University of Technology, Warsaw, Poland                                              |
| 11:20~11:40 CEST | **Zero-waste Machine Learning**                                                                                                   | Tomasz TRZCIŃSKI        | Warsaw University of Technology, Warsaw, Poland, and Jagiellonian University, Kraków, Poland |
| 11:40~12:00 CEST | **Towards Continuous Adaptation in Non-stationary Environments**                                                                  | Zhen-Yu ZHANG           | RIKEN AIP, Tokyo, Japan                                                                      |
| 12:00~12:20 CEST | **Exploring the Fixed Points in Cone Mapping: Enhancements to Neural Network Applications**                                       | Krzysztof RYKACZEWSKI   | Nicolaus Copernicus University, Toruń, Poland                                                |
| 12:20~13:20 CEST |  Lunch  Break        |||                                                                                                                               
| ||||
^  Session 4  ^^^^
| 13:20~13:40 CEST  | **Recent Advances in Reliable Machine Learning**                                                                                  | Masashi SUGIYAMA        | RIKEN AIP and The University of Tokyo, Tokyo, Japan                                          |
| 13:40~14:00 CEST  | **Stable Gradient-based Hyperparameter Optimization**                                                                             | Ryuichiro HATAYA        | RIKEN AIP, Tokyo, Japan                                                                      |
| ||||
^  Poster Session  ^^^^
| 14:00~14:00 CEST  | **Coordination in Modular and Decentralized Neural Networks**                                                                     | Yuwei SUN               | RIKEN AIP, Tokyo, Japan                                                                      |
| :::    | **Quasi-nonexpansive Deep Equilibrium Models**                                                                                    | Mateusz GABOR           | Wrocław University of Science and Technology, Wrocław, Poland                                |
| :::    | **Continual Learning**                                                                                                            | Jędrzej  KOZAL          | Wrocław University of Science and Technology, Wrocław, Poland                                |
| :::    | **Categorification of Disentangled Representation Learning**                                                                      | Yivan ZHANG             | RIKEN AIP, Tokyo, Japan                                                                      |
| :::    | **Robust Contrastive Learning and Its Applications**                                                                              | Shue CHEN               | RIKEN AIP, Tokyo, Japan                                                                      |
| :::    | **Bandit Formulations for Hybrid Band Wireless Networks**                                                                         | Sherief HASHIMA         | RIKEN AIP, Fukuoka, Japan                                                                    |
| :::    | **Posters of MSc/%%PhD%% students**                                                                                                   | TBA  | TBA  |




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