Ralf Eggeling

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 9

Top Topics

Conditional Independence

Structure Learning

Top Venues

Int. J. Approx. Reason.

Publications

Josua Stadelmaier, Brandon Malone, Ralf Eggeling
Transfer Learning for T-Cell Response Prediction. CoRR (2024)
Ralf Eggeling, Ivo Grosse, Mikko Koivisto
Algorithms for learning parsimonious context trees. Mach. Learn. 108 (6) (2019)
Lisa Handl, Adrin Jalali, Michael Scherer, Ralf Eggeling, Nico Pfeifer
Weighted elastic net for unsupervised domain adaptation with application to age prediction from DNA methylation data. Bioinform. 35 (14) (2019)
Topi Talvitie, Ralf Eggeling, Mikko Koivisto
Learning Bayesian networks with local structure, mixed variables, and exact algorithms. Int. J. Approx. Reason. 115 (2019)
Ralf Eggeling, Jussi Viinikka, Aleksis Vuoksenmaa, Mikko Koivisto
On Structure Priors for Learning Bayesian Networks. AISTATS (2019)
Topi Talvitie, Ralf Eggeling, Mikko Koivisto
Finding Optimal Bayesian Networks with Local Structure. PGM (2018)
Jussi Viinikka, Ralf Eggeling, Mikko Koivisto
Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth. AISTATS (2018)
Ralf Eggeling, Ivo Grosse, Jan Grau
InMoDe: tools for learning and visualizing intra-motif dependencies of DNA binding sites. Bioinform. 33 (4) (2017)
Ralf Eggeling, Mikko Koivisto
Pruning Rules for Learning Parsimonious Context Trees. UAI (2016)
Ralf Eggeling, Mikko Koivisto, Ivo Grosse
Dealing with small data: On the generalization of context trees. ICML (2015)
Ralf Eggeling, Teemu Roos, Petri Myllymäki, Ivo Grosse
Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data. BMC Bioinform. 16 (2015)
Ralf Eggeling, Teemu Roos, Petri Myllymäki, Ivo Grosse
Robust learning of inhomogeneous PMMs. AISTATS (2014)
Ralf Eggeling, André Gohr, Pierre-Yves Bourguignon, Edgar Wingender, Ivo Grosse
Inhomogeneous Parsimonious Markov Models. ECML/PKDD (1) (2013)
Ioana M. Lemnian, Ralf Eggeling, Ivo Grosse
Extended Sunflower Hidden Markov Models for the recognition of homotypic cis-regulatory modules}. GCB (2013)
Ralf Eggeling
Bayesian Prediction of DNA Binding Sites Using Parsimonious Markov Models. Informatiktage (2011)