Maren Mahsereci

1. Early Stopping without a Validation Set
   2017/03/28 by Maren Mahsereci, Lukas Balles, Mahsereci, Maren +5 · 8 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
2. Probabilistic Line Searches for Stochastic Optimization
   2015/02/10 by Maren Mahsereci, Mahsereci, Maren, Philipp Hennig +1 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. Active Multi-Information Source Bayesian Quadrature
   2019/03/27 by Alexandra Gessner, Javier González, Gessner, Alexandra +3 · 1 citation
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Probabilistic and Robust Engineering Design
4. A Dictionary of Closed-Form Kernel Mean Embeddings
   2025/04/26 by François-Xavier Briol, Alexandra Gessner, Briol, François-Xavier +5 · 1 voice · 2 citations
   #stat.ML #cs.LG #math.NA #stat.CO