Mathiasen, Alexander

1. Margin-Based Generalization Lower Bounds for Boosted Classifiers
   2019/09/27 by Grønlund, Allan, Kamma, Lior, Larsen, Kasper Green +2 · 2 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Fast Exact k-Means, k-Medians and Bregman Divergence Clustering in 1D
   2017/01/25 by Grønlund, Allan, Larsen, Kasper Green, Mathiasen, Alexander +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. What if Neural Networks had SVDs?
   2020/09/29 by Alexander Mathiasen, Mathiasen, Alexander, Frederik Hvilshøj +7 · 1 citation
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Matrix Theory and Algorithms
4. Optimal Minimal Margin Maximization with Boosting
   2019/01/30 by Allan Grønlund, Kasper Green Larsen, Grønlund, Allan +3 · 1 citation
   Computer Science · Engineering · #Advanced Algorithms and Applications #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Reducing the Cost of Quantum Chemical Data By Backpropagating Through Density Functional Theory
   2024/02/06 by Alexander Mathiasen, Mathiasen, Alexander, Hatem Helal +15 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Chemistry · #FOS: Computer and information sciences #History and advancements in chemistry #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Various Chemistry Research Topics