@wolfstammer.bsky.social
PhD candidate at AI & ML lab @ TU Darmstadt (he/him). Research on deep learning, representation learning, neuro-symbolic AI, explainable AI, verifiable AI and interactive AI
🧠🔍 Can deep models be verifiably right for the right reasons?
At ICML’s Actionable Interpretability Workshop, we present Neural Concept Verifier—bringing Prover–Verifier Games to concept space.
📅 Poster: Sat, July 19
📄 arxiv.org/abs/2507.07532
#ICML2025 #XAI #NeuroSymbolic
At ICML’s Actionable Interpretability Workshop, we present Neural Concept Verifier—bringing Prover–Verifier Games to concept space.
📅 Poster: Sat, July 19
📄 arxiv.org/abs/2507.07532
#ICML2025 #XAI #NeuroSymbolic
July 13, 2025 at 10:44 AM
🧠🔍 Can deep models be verifiably right for the right reasons?
At ICML’s Actionable Interpretability Workshop, we present Neural Concept Verifier—bringing Prover–Verifier Games to concept space.
📅 Poster: Sat, July 19
📄 arxiv.org/abs/2507.07532
#ICML2025 #XAI #NeuroSymbolic
At ICML’s Actionable Interpretability Workshop, we present Neural Concept Verifier—bringing Prover–Verifier Games to concept space.
📅 Poster: Sat, July 19
📄 arxiv.org/abs/2507.07532
#ICML2025 #XAI #NeuroSymbolic
Can concept-based models handle complex, object-rich images? We think so! Meet Object-Centric Concept Bottlenecks (OCB) — adding object-awareness to interpretable AI. Led by David Steinmann w/ @toniwuest.bsky.social & @kerstingaiml.bsky.social .
📄 arxiv.org/abs/2505.244...
#AI #XAI #NeSy #CBM #ML
📄 arxiv.org/abs/2505.244...
#AI #XAI #NeSy #CBM #ML
July 7, 2025 at 3:55 PM
Can concept-based models handle complex, object-rich images? We think so! Meet Object-Centric Concept Bottlenecks (OCB) — adding object-awareness to interpretable AI. Led by David Steinmann w/ @toniwuest.bsky.social & @kerstingaiml.bsky.social .
📄 arxiv.org/abs/2505.244...
#AI #XAI #NeSy #CBM #ML
📄 arxiv.org/abs/2505.244...
#AI #XAI #NeSy #CBM #ML
I am happy to share that my dissertation is now officially available online!
Feel free to take a look :) tuprints.ulb.tu-darmstadt.de/29712/
Feel free to take a look :) tuprints.ulb.tu-darmstadt.de/29712/
April 14, 2025 at 7:01 PM
I am happy to share that my dissertation is now officially available online!
Feel free to take a look :) tuprints.ulb.tu-darmstadt.de/29712/
Feel free to take a look :) tuprints.ulb.tu-darmstadt.de/29712/
Happy to share that I successfully defended my PhD on Feb 19th with distinction! My work on "The Value of Symbolic Concepts for AI Explanations and Interactions" has been a rewarding journey. Huge thanks to my mentors, peers, and committee for their support! Excited for what’s next! 🚀
February 24, 2025 at 9:01 PM
Happy to share that I successfully defended my PhD on Feb 19th with distinction! My work on "The Value of Symbolic Concepts for AI Explanations and Interactions" has been a rewarding journey. Huge thanks to my mentors, peers, and committee for their support! Excited for what’s next! 🚀