Mikael Møller Høgsgaard

1. AdaBoost is not an Optimal Weak to Strong Learner
   2023/01/27 by Mikael Møller Høgsgaard, Høgsgaard, Mikael Møller, Kasper Green Larsen +3 · 2 citations
   Computer Science · #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
2. Optimal Parallelization of Boosting
   2024/08/29 by Arthur da Cunha, da Cunha, Arthur, Mikael Møller Høgsgaard +3 · 2 citations
   Computer Science · #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
3. The Fast Johnson-Lindenstrauss Transform is Even Faster
   2022/04/04 by Ora Nova Fandina, Fandina, Ora Nova, Mikael Møller Høgsgaard +3 · 1 citation
   Computer Science · #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications
4. Improved Margin Generalization Bounds for Voting Classifiers
   2025/02/23 by Mikael Møller Høgsgaard, Høgsgaard, Mikael Møller, Kasper Green Larsen +1 · 1 voice · 3 citations
   Computer Science · Economics, Econometrics and Finance · #Bayesian Modeling and Causal Inference #Game Theory and Voting Systems #Rough Sets and Fuzzy Logic #cs.DS #cs.LG #math.ST #stat.ML
5. Understanding Aggregations of Proper Learners in Multiclass Classification
   2024/10/30 by Julian Asilis, Mikael Møller Høgsgaard, Asilis, Julian +3 · 1 citation
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
6. On Agnostic PAC Learning in the Small Error Regime
   2025/02/13 by Julian Asilis, Mikael Møller Høgsgaard, Asilis, Julian +3 · 1 citation
   Engineering · #Fault Detection and Control Systems #Non-Destructive Testing Techniques
7. Tight Generalization Bound for AdaBoost
   2026/07/29 by Mikael Møller Høgsgaard
   Computer Science · #cs.LG