Karsten M Borgwardt
Borgwardt, Karsten, 1980-....
Borgwardt, Karsten Michael, 1980-
VIAF ID: 47946297 (Personal)
Permalink: http://viaf.org/viaf/47946297
Preferred Forms
- 100 1 _ ‡a Borgwardt, Karsten Michael, ‡d 1980-
- 100 1 _ ‡a Borgwardt, Karsten ‡d 1980-
- 100 1 _ ‡a Borgwardt, Karsten, ‡d 1980-
- 100 1 _ ‡a Borgwardt, Karsten, ‡d 1980-....
- 100 0 _ ‡a Karsten M Borgwardt
4xx's: Alternate Name Forms (7)
5xx's: Related Names (2)
- 510 2 _ ‡a Eidgenössische Technische Hochschule Zürich ‡4 affi ‡4 https://d-nb.info/standards/elementset/gnd#affiliation ‡e Affiliation
- 551 _ _ ‡a Kaiserslautern ‡4 ortg ‡4 https://d-nb.info/standards/elementset/gnd#placeOfBirth
Works
Title | Sources |
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3DString | |
Aberrant working memory processing in major depression: evidence from multivoxel pattern classification | |
Accurate and adaptive imputation of summary statistics in mixed-ethnicity cohorts | |
Accurate indel prediction using paired-end short reads | |
Apprentissage profond géométrique pour la bioinformatique structurale. | |
Arabidopsis defense against Botrytis cinerea: chronology and regulation deciphered by high-resolution temporal transcriptomic analysis | |
The AraGWAS Catalog: a curated and standardized Arabidopsis thaliana GWAS catalog | |
AraPheno: a public database for Arabidopsis thaliana phenotypes | |
CASMAP: detection of statistically significant combinations of SNPs in association mapping | |
ccSVM: correcting Support Vector Machines for confounding factors in biological data classification | |
Century-scale methylome stability in a recently diverged Arabidopsis thaliana lineage | |
Class prediction from time series gene expression profiles using dynamical systems kernels. | |
Colored Maximum Variance Unfolding | |
Correcting Sample Selection Bias by Unlabeled Data | |
Covariate Shift by Kernel Mean Matching | |
A dependence maximization view of clustering | |
Detecting regulatory gene-environment interactions with unmeasured environmental factors | |
Détection d'épistasie dans les études d'association pangénomiques avec des techniques d'apprentissage pour l'identification de cibles thérapeutiques. | |
Detection of epistasis in genome wide association studies with machine learning methods for therapeutic target identification | |
Determinants of SARS-CoV-2 transmission to guide vaccination strategy in an urban area | |
Discriminative frequent subgraph mining with optimality guarantees | |
Early prediction of circulatory failure in the intensive care unit using machine learning | |
easyGWAS: A Cloud-Based Platform for Comparing the Results of Genome-Wide Association Studies. | |
Efficient inference in matrix-variate Gaussian models with \\iid observation noise | |
Efficient network-guided multi-locus association mapping with graph cuts | |
EPIBLASTER-fast exhaustive two-locus epistasis detection strategy using graphical processing units | |
Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs | |
The evaluation of tools used to predict the impact of missense variants is hindered by two types of circularity | |
Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing | |
Finding significant combinations of features in the presence of categorical covariates | |
Future trends in data mining | |
Gene function prediction from synthetic lethality networks via ranking on demand | |
Gene selection via the BAHSIC family of algorithms. | |
Genetic architecture of nonadditive inheritance in Arabidopsis thaliana hybrids. | |
The genome of the simian and human malaria parasite Plasmodium knowlesi | |
Genome-wide genetic heterogeneity discovery with categorical covariates | |
Genomic Profiles of Diversification and Genotype-Phenotype Association in Island Nematode Lineages. | |
Geometric deep learning for structural bioinformatics | |
Geometric tree kernels: classification of COPD from airway tree geometry. | |
GLIDE: GPU-based linear regression for detection of epistasis | |
Graph kernels | |
Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning | |
Halting in Random Walk Kernels | |
In silico phenotyping via co-training for improved phenotype prediction from genotype | |
Integrating structured biological data by Kernel Maximum Mean Discrepancy | |
It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals | |
Kernel Conditional Clustering | |
Kernel extrapolation | |
A Kernel Method for the Two-Sample-Problem | |
Kernel Methods in Bioinformatics | |
Kernelized rank learning for personalized drug recommendation. | |
Large-scale DNA-based phenotypic recording and deep learning enable highly accurate sequence-function mapping | |
A Lasso multi-marker mixed model for association mapping with population structure correction. | |
Metropolis Algorithms for Representative Subgraph Sampling | |
Multi-target drug repositioning by bipartite block-wise sparse multi-task learning. | |
Multi-Task Feature Selection on Multiple Networks via Maximum Flows | |
Multi-view Spectral Clustering on Conflicting Views | |
Pattern Mining in Frequent Dynamic Subgraphs | |
Persistent complement dysregulation with signs of thromboinflammation in active Long Covid | |
Predicting phenotypic effects of gene perturbations in C. elegans using an integrated network model | |
Pretransplant Kinetics of Anti-HLA Antibodies in Patients on the Waiting List for Kidney Transplantation | |
Rapid Distance-Based Outlier Detection via Sampling | |
A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series | |
ShapePheno: unsupervised extraction of shape phenotypes from biological image collections. | |
Significant Subgraph Mining with Multiple Testing Correction | |
The skew spectrum of graphs | |
Spontaneous epigenetic variation in the Arabidopsis thaliana methylome. | |
Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts | |
Structured Data Modeling with Deep Kernel Machines and Applications in Computational Biology. | |
Supervised feature selection via dependence estimation | |
Two-locus association mapping in subquadratic time | |
Whole-genome sequencing of multiple Arabidopsis thaliana populations. |