Sanokowski, Sebastian

1. A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
   2024/06/03 by Sanokowski, Sebastian, Hochreiter, Sepp, Lehner, Sebastian · 13 citations
   #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Rethinking Losses for Diffusion Bridge Samplers
   2025/06/12 by Sebastian Sanokowski, Sanokowski, Sebastian, Lukas Gruber +7 · 3 voices · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #cs.AI #cs.LG #stat.ML
3. Variational Annealing on Graphs for Combinatorial Optimization
   2023/11/23 by Sebastian Sanokowski, Wilhelm Berghammer, Sanokowski, Sebastian +5 · 4 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Computational Drug Discovery Methods #Metaheuristic Optimization Algorithms Research
4. Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
   2025/02/12 by Sanokowski, Sebastian, Berghammer, Wilhelm, Ennemoser, Martin +3 · 7 citations
   #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Mechanics (cond-mat.stat-mech)
5. Geometry-Informed Neural Networks
   2024/02/21 by Berzins, Arturs, Radler, Andreas, Volkmann, Eric +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)