Beerenwinkel, Niko

1. Beyond Normal: On the Evaluation of Mutual Information Estimators
   2023/06/19 by Paweł Czyż, Czyż, Paweł, Frederic Grabowski +7 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
2. Bayesian structure learning and sampling of Bayesian networks with the R package BiDAG
   2021/05/02 by Suter, Polina, Kuipers, Jack, Moffa, Giusi +1 · 4 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML)
3. Markov models for accumulating mutations
   2007/09/17 by Beerenwinkel, Niko, Sullivant, Seth · 1 citation
   #Combinatorics (math.CO) #FOS: Biological sciences #FOS: Mathematics #Populations and Evolution (q-bio.PE)
4. Epistasis and Shapes of Fitness Landscapes
   2006/03/29 by Niko Beerenwinkel, Lior Pachter, Beerenwinkel, Niko +3 · 1 citation
   Economics, Econometrics and Finance · Environmental Science · Psychology · #Combinatorics (math.CO) #FOS: Biological sciences #FOS: Mathematics #Physical education and sports games research #Populations and Evolution (q-bio.PE) #Sports Analytics and Performance #Wildlife Ecology and Conservation
5. 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
6. Genomic reproducibility in the bioinformatics era
   2023/08/18 by Baykal, Pelin Icer, Łabaj, Paweł P., Markowetz, Florian +4 · 2 citations
   #FOS: Biological sciences #Genomics (q-bio.GN) #J.3