Klein, Lukas

1. Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment
   2023/01/25 by Carsten T. Lüth, Till J. Bungert, Lüth, Carsten T. +5 · 6 citations
   Computer Science · Medicine · #Machine Learning and Algorithms #Machine Learning and Data Classification #COVID-19 diagnosis using AI
2. Realization of a doped quantum antiferromagnet with dipolar tunnelings in a Rydberg tweezer array
   2025/01/14 by Qiao, Mu, Emperauger, Gabriel, Chen, Cheng +13 · 8 citations
   #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
3. Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
   2024/09/25 by Lukas Klein, Carsten T. Lüth, Klein, Lukas +9 · 1 voice · 4 citations
   #cs.CV
4. Benchmarking direct and indirect dipolar spin-exchange interactions between two Rydberg atoms
   2025/03/19 by Emperauger, Gabriel, Qiao, Mu, Bornet, Guillaume +8 · 5 citations
   #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph)
5. Tomonaga-Luttinger Liquid Behavior in a Rydberg-encoded Spin Chain
   2025/01/14 by Gabriel Emperauger, Emperauger, Gabriel, Qiao Mu +31 · 3 citations
   Physics and Astronomy · #Atomic Physics (physics.atom-ph) #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Physics of Superconductivity and Magnetism #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Strongly Correlated Electrons (cond-mat.str-el)
6. From Correlation to Causation: Formalizing Interpretable Machine Learning as a Statistical Process
   2022/07/11 by Klein, Lukas, El-Assady, Mennatallah, Jäger, Paul F. · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Probing spin-motion coupling of two Rydberg atoms by a Stern-Gerlach-like experiment
   2025/08/12 by Gabriel Emperauger, Mu Qiao, Emperauger, Gabriel +17 · 2 citations
   Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #Quantum Mechanics and Applications #Mechanical and Optical Resonators