Omlor, Simon

1. Oblivious sketching for logistic regression
   2021/07/14 by Alexander Munteanu, Munteanu, Alexander, Simon Omlor +3 · 2 citations
   Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Almost Linear Constant-Factor Sketching for ℓ₁ and Logistic Regression
   2023/03/31 by Alexander Munteanu, Simon Omlor, Munteanu, Alexander +3 · 2 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Face and Expression Recognition
3. p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets
   2022/03/25 by Alexander Munteanu, Munteanu, Alexander, Simon Omlor +3 · 2 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
4. Bounding the Width of Neural Networks via Coupled Initialization -- A Worst Case Analysis
   2022/06/26 by Alexander Munteanu, Munteanu, Alexander, Simon Omlor +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques