Alexander Marx

1. Identifiability Results for Multimodal Contrastive Learning
   2023/03/16 by Imant Daunhawer, Daunhawer, Imant, Alice Bizeul +7 · 9 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
2. Formally Justifying MDL-based Inference of Cause and Effect
   2021/05/05 by Alexander Marx, Jilles Vreeken, Marx, Alexander +1 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and Algorithms
3. On the Properties and Estimation of Pointwise Mutual Information Profiles
   2023/10/16 by Paweł Czyż, Frederic Grabowski, Czyż, Paweł +7 · 2 citations
   Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Statistical Mechanics and Entropy
4. Estimating Conditional Mutual Information for Discrete-Continuous\n Mixtures using Multi-Dimensional Adaptive Histograms
   2021/01/13 by Alexander Marx, Lincen Yang, Marx, Alexander +3 · 1 citation
   Computer Science · #Applications (stat.AP) #Bayesian Modeling and Causal Inference #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and Algorithms #Machine Learning and Data Classification
5. GARFIELD, a toolkit for interpreting ultrafast electron diffraction data of imperfect quasi-single crystals
   2024/12/05 by Alexander Marx, Sascha W. Epp, Marx, Alexander +1 · 2 citations
   Chemistry · Materials Science · #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Inorganic Fluorides and Related Compounds #Materials Science (cond-mat.mtrl-sci) #Other Condensed Matter (cond-mat.other) #X-ray Diffraction in Crystallography