Fischer, Kirsten

1. Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
   2019/04/04 by Michael Volpp, Volpp, Michael, Lukas P. Fröhlich +11 · 11 citations
   Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
2. Critical feature learning in deep neural networks
   2024/05/17 by Kirsten Fischer, Javed Lindner, Fischer, Kirsten +9 · 5 citations
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Neural Networks and Applications
3. From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
   2025/02/05 by Noa Rubin, Rubin, Noa, Kirsten Fischer +13 · 3 citations
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
4. Field theory for optimal signal propagation in ResNets
   2023/05/12 by Fischer, Kirsten, Dahmen, David, Helias, Moritz · 1 citation
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)