Boley, Mario

1. Relative Flatness and Generalization
   2020/01/03 by Henning Petzka, Michael Kamp, Petzka, Henning +7 · 19 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization
   2023/10/29 by Shu Yu Tew, Mario Boley, Tew, Shu Yu +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
3. Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles
   2024/02/24 by Fan Yang, Yang, Fan, Pierre Le Bodic +5 · 2 citations
   Computer Science · Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Neural Networks and Applications
4. Better Short than Greedy: Interpretable Models through Optimal Rule Boosting
   2021/01/21 by Boley, Mario, Teshuva, Simon, Bodic, Pierre Le +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)