Laue, Sören

1. GENO -- GENeric Optimization for Classical Machine Learning
   2019/05/31 by Sören Laue, Laue, Sören, Matthias Mitterreiter +3 · 4 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Topic Modeling
2. Optimization for Classical Machine Learning Problems on the GPU
   2022/03/30 by Sören Laue, Laue, Sören, Mark Blacher +3 · 2 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques
3. Distributed Convex Optimization with Many Convex Constraints
   2016/10/07 by Giesen, Joachim, Laue, Sören · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
4. Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption
   2023/01/04 by Mitterreiter, Matthias, Koch, Marcel, Giesen, Joachim +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Prediction is not Explanation: Revisiting the Explanatory Capacity of Mapping Embeddings
   2025/08/19 by Herasimchyk, Hanna, Abdelhalim, Alhassan, Laue, Sören +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)