Barbara Rakitsch
- Can you text what is happening? Integrating pre-trained language encoders into trajectory prediction models for autonomous driving
2023/09/11 by Ali Keysan, Andreas Look, Keysan, Ali +11 · 7 citations
Computer Science · Social Sciences · #Topic Modeling #Multimodal Machine Learning Applications #Computational and Text Analysis Methods
- Safe Active Learning for Multi-Output Gaussian Processes
2022/03/28 by Cen-You Li, Li, Cen-You, Barbara Rakitsch +3 · 3 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LMM-Lasso: A Lasso Multi-Marker Mixed Model for Association Mapping with Population Structure Correction
2012/05/30 by Barbara Rakitsch, Rakitsch, Barbara, Christoph Lippert +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Genetic Associations and Epidemiology #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genomics (q-bio.GN) #Populations and Evolution (q-bio.PE) #Quantitative Methods (q-bio.QM)
- A Deterministic Approximation to Neural SDEs
2020/06/16 by Andreas Look, Look, Andreas, Melih Kandemir +5 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications