Holzleitner, Markus

1. Hopfield Networks is All You Need
   2020/07/16 by Hubert Ramsauer, Ramsauer, Hubert, Bernhard Schäfl +32 · 9 voices · 118 citations
   Neuroscience · Computer Science · #Cognitive Science and Education Research #Semantic Web and Ontologies
2. Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER
   2020/12/02 by Holzleitner, Markus, Gruber, Lukas, Arjona-Medina, José +2 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
3. Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
   2024/02/19 by Benedikt Alkin, Alkin, Benedikt, Andreas Fürst +9 · 6 citations
   Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Machine Learning in Materials Science
4. MC-LSTM: Mass-Conserving LSTM
   2021/01/09 by Pieter-Jan Hoedt, Frederik Kratzert, Hoedt, Pieter-Jan +13 · 3 citations
   Computer Science · Environmental Science · #Anomaly Detection Techniques and Applications #Hydrological Forecasting Using AI #Generative Adversarial Networks and Image Synthesis
5. SymbolicAI: A framework for logic-based approaches combining generative models and solvers
   2024/02/01 by Marius-Constantin Dinu, Dinu, Marius-Constantin, Claudiu Leoveanu-Condrei +7 · 5 citations
   Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Software Engineering (cs.SE) #Symbolic Computation (cs.SC)
6. History Compression via Language Models in Reinforcement Learning
   2022/05/24 by Fabian Paischer, Thomas Adler, Paischer, Fabian +13 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Topic Modeling
7. Overcoming Saturation in Density Ratio Estimation by Iterated Regularization
   2024/02/21 by Gruber, Lukas, Holzleitner, Markus, Lehner, Johannes +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)