We are at #IJCAI2024 😃
Meet two of our lab members at IJCAIconf and learn about counterfactual explanations🤓
#XAI #IJCAI2024 #IJCAItutorial

On April 22, Barbara Hammer acted as panel member of the panel 'Industry. AI' at the 2024 Summit for Research and Innovation taking place at HANNOVER MESSE.🤩👥
➡Watch the exciting discussion about the opportunities and impact of AI in industry here: forschungsgipfel.de/2024

📢A quick reminder about the lecture 'Prototype-based Classification Learning: From traditional versions to modern approaches” by Sascha Saralajew on thursday. 👉 You can join via link: sail.nrw/2024/04/lectur…

Deep talk HANNOVER MESSE: Barbara Hammer discussed the impact of #AI with EFI - Expertenkommission Forschung und Innovation chairman Uwe Cantner 🕊️🇺🇳, minister for digitization Alexander Schweitzer, & founder Jonas Andrulis Aleph Alpha at the Industry.AI Gipfel für Forschung und Innovation panel.
Full video🇩🇪:
forschungsgipfel.de/2024

Wo liegen die Wertschöpfungspotenziale der #KI
Ideen aus der Wissenschaft (Barbara Hammer Bielefeld University ):
- Produktionsverfahren (energie)effizienter machen
- individuelle Fertigung
- bessere Energieversorgung und Energiesteuerung der Industrie.

The last days André Artelt had a great time at Applied Machine Learning Days -- many great talks and many inspiring people 🤓
He also presented his latest research (joint work with Andreas Gregoriades from Cyprus University of Technology) at the 'Applied XAI track'.

#XAI #MachineLearnig #AMLDEPF2024

Happy to be Schloss Dagstuhl this week!

We were delighted to meet Guillaume Couairon in our Hammer Lab ML! Guillaume gave an insightful talk on diffusion models, and it was a privilege to get a first-hand look at DiffEdit from its author!

We offer a 2 year Postdoc position at the University of Groningen in collaboration between ENTEG and the Bernoulli Institute.
If you have a strong background in mathematics, machine learning, and/or embedded systems apply before 𝟭𝟱 𝗔𝗽𝗿𝗶𝗹 𝟮𝟬𝟮𝟰 (𝗖𝗘𝗧) at: rug.nl/about-ug/work-…

New pre-print alert💥
Check out the recent work by André Artelt on Multi-instance Counterfactual Explanations 👇
arxiv.org/abs/2403.01221
Joint work with Andreas Gregoriades from @CyUniTec
#XAI #MachineLearning #Counterfactuals #arXiv

We are Applied Machine Learning Days EPFL 2024 :)
Meet André Artelt at the Applied #XAI track where he will present (talk & poster) his joint research with Andreas Gregoriades from Cyprus University of Technology on 'Utilizing XAI for Increasing Customers’ Repurchase Intentions'
#AMLD #EPFL #MachineLearning

More AAAI fun: Fabian Fumagalli presented TreeSHAP-IQ, an innovative method for efficiently computing any-order additive Shapley interactions in 🌳-based models. Work together with Maximilian Muschalik Artificial Intelligence and Machine Learning @ LMU. #AAAI24
📜arxiv.org/abs/2401.12069
📦GitHub: github.com/mmschlk/shapiq

Two is better than one! This weekend at AAAI 🇨🇦, we presented our work on physics-informed graph neural networks to efficiently estimate hydraulic states in Water Distribution Systems, funded by Water-Futures ERC 🌊 and Data-Ninja NRW.

I am delighted to present our paper “Physics-Information Graphs Neural Networks for Water Distribution Systems“ at one of the most prestigious AI conferences AAAI (A*) AAAI co-authored by Janine Strotherm, Luca Hermes and Barbara Hammer Hammer Lab ML Water-Futures ERC

📢A quick reminder about the lecture 'A Gentle Introduction to Neural Network Verification' by Prof. Daniel Neider, that will take place tomorrow at 4pm. Online participation is possible.🧑‍💻
➡️You can also find all information at:
sail.nrw/2024/02/robust…

💥New paper alert!💥
Check out the pre-print of our latest work on 'The Effect of Data Poisoning on Counterfactual Explanations'.
-- joint work of André Artelt, Shubham Sharma, and Freddy Lecué.

Pre-print is available on arXiv👇
arxiv.org/pdf/2402.08290…

#MachineLearning #XAI

Bitte um RT, falls Ihr in der entsprechenden Bubble seid: Wir suchen für ein BMBF-gefördertes Projekt zum schnellstmöglichen Zeitpunkt zwei Doktorand:innen im Bereich theoretische Informatik. Wir untersuchen gemeinsam mit Verhaltensökonomin Prof.in Dr. Achtziger…

At #APPIS 2024, Gran Canaria, ⁦Michiel Straat⁩ from ⁦Hammer Lab ML⁩ (former PhD student at ⁦Bernoulli Institute⁩ ) presents his work on the control of dynamical systems by model based reinforcement learning

Good news 🤓 The submission deadline just got extended to January 29th📅

Submission deadline (15th January) for our special session on 'Machine Learning in Critical Infrastructure' at IEEE WCCI-2024 in Yokohama, Japan🇯🇵 is approaching.
Details: sites.google.com/view/wcci24mlc…
#WCCI2024 #IEEE #AI #MachineLearning #waterresearch