Wollstadt, Patricia

1. A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition
   2021/05/10 by Patricia Wollstadt, Sebastian Schmitt, Wollstadt, Patricia +3 · 5 citations
   Computer Science · Engineering · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Fuzzy Logic and Control Systems #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Applications
2. Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation
   2023/11/10 by Ehrlich, David A., Schick-Poland, Kyle, Makkeh, Abdullah +3 · 4 citations
   #94A15 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Probability (math.PR) #Statistics Theory (math.ST)
3. A partial information decomposition for discrete and continuous variables
   2021/06/23 by Schick-Poland, Kyle, Makkeh, Abdullah, Gutknecht, Aaron J. +3 · 1 citation
   #28A50 (Secondary) #60B05 #94A15 (Primary) 28C15 #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Logic (math.LO) #Probability (math.PR)