Robustness Verification of Multi-Class Tree Ensembles
Authors: Laurens Devos, Lorenzo Cascioli, Jesse Davis
Conference / Journal: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24)
The first objective of TUPLES is to advance the scientific state of the art in the field of Trustworthy AI and its application in the design and management of safe, robust, scalable and explainable Planning & Scheduling decision support systems and tools.The original contributions produced by the TUPLES consortium partners, as part of the project, will be linked below, as soon as they are published.
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Invited talk by Daniel Höller at the 7th ICAPS Workshop on Hierarchical Planning (HPlan 2024). Banff, Alberta, Canada
Tias Guns, “Explanation techniques for CP”, talk at ACP winter school 2024, March 2024
The Computational Approaches to Strategies and Tactics in Sports. Dagstuhl seminar (Feb 18-23, 2024). Organized by Jesse Davis.
Jesse Davis is a keynote speaker at the 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2023) in Arras (France), September 2023.
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By Tias Guns at the ACP SUMMER SCHOOL 2023 on Machine Learning for Constraint Programming.
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By Tias Guns at the ACP SUMMER SCHOOL 2023 on Machine Learning for Constraint Programming
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By Michele Lombardi at the ACP SUMMER SCHOOL 2023 on Machine Learning for Constraint Programming
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Constraint Acquisition: Learning Constraint Models from Data by Dimos Tsouros at the ACP SUMMER SCHOOL 2023 on Machine Learning for Constraint Programming.
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Invited talk on “Optimisation in Machine Learning” by Tias Guns at VAIA, June 2023.
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Invited talk on “Measuring Passing Creativity in Soccer” by Jesse Davis at the World Congress on Science and Football, Groningen. May 2023.
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Invited talk “Learning from user and environment in combinatorial optimisation”by Tias Guns at IPAM workshop. Feb 2023
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Invited seminar by Tias Guns on “Predict and Optimize: combinatorial optimisation with machine-learning based input” at VAIA (Flemish AI Academy). March 2023.
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Math+ TES 2023 summer school talk by Tias Guns.
Invited talk by Tias Guns at PTHG-23: The Sixth Workshop on Progress Towards the Holy Grail. A CP 2023 Workshop. August 2023
Hélène Verhaeghe, “Solving Complex Problems: Graphs, Constraints, and Machine Learning in Action”, invited talk at Constraint Modeling and Reformulation workshop, 2023
Jesse DAvis at VAIA event on “Met AI naar het WK voetbal” Oct 22. Data and AI can help footballers and coaches achieve better performances, both at professional level and in amateur competitions.
Workshop on Bridging the Gap Between AI Planning and (Reinforcement) Learning.
Timo Gros and Daniel Hoeller in the organising committee
The Fifth Workshop on Explainable Logic-Based Knowledge Representation at the 21st International Conference on Principles of Knowledge Representation and Reasoning.
Joerg Hoffmann in the organising committee.
A Hands-On Tutorial on Scikit-Decide, the Open-Source C++ and Python Library for Planning, Scheduling and Reinforcement Learning. Florent Teichteil-Koenigsbuch, Guillaume Poveda, Sylvie Thiebaux and others.
Marcel Steinmetz is co-organising the ICAPS’24 workshop on Bridging the Gap Between Planning and Reinforcement Learning (PRL)
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This event is in the context of ADRA-e Birds of a Feather webinar series which aims to provide insights into Research and Innovation Actions (RIAs) projects to foster collaboration and avail a joint platform for debate and results-sharing in AI, Data and Robotics.
21st International Conference on Principles of Knowledge Representation and Reasoning, Hanoi, Vietnam. XLoKR 2024
Jörg Hoffmann, Saarland University is in the Organization Committe
ICAPS’24 Workshop. Organizing Committee – Rebecca Eifler | LAAS-CNRS
Steering Committee – Jörg Hoffmann| Saarland University
RDDPS Workshop at the 34th International Conference on Automated Planning and Scheduling ICAPS.
Organizers: Daniel Höller, Jörg Hoffmann, Marcel Steinmetz and Sylvie Thiebaux, are among the organizers
Spring workshop on Mining and Learning 2023 (SMiLe 2023) in Sint-Michielgestel, Netherlands.
Co-organizers: Prof. Jesse Davis, Prof. Tias Guns
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A Hands-On Tutorial at CP 2023, Toronto, Canada by Tias Guns, Ignace Bleukx and Dimos Tsouros
In conjunction with ECMLPKDD 2023 (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery).
Co-organizer: Prof. Jesse Davis
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KU Leuven University.
Co-organizer: Prof. Tias Guns
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Workshop @ ICAPS23
Organizers: Jesse Davis, Daniel Höller, Jörg Hoffmann, Michele Lombardi, Sylvie Thiebaux
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