Nickisch, Hannes
- Kernel Interpolation for Scalable Structured Gaussian Processes\n (KISS-GP)
2015/03/03 by Andrew Gordon Wilson, Hannes Nickisch, Wilson, Andrew Gordon +1 · 41 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Scientific Research and Discoveries
- Additive Gaussian Processes
2011/12/19 by David Duvenaud, Hannes Nickisch, Duvenaud, David +3 · 32 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #Neural Networks and Applications
- Thoughts on Massively Scalable Gaussian Processes
2015/11/05 by Andrew Gordon Wilson, Wilson, Andrew Gordon, Christoph Dann +3 · 9 citations
Computer Science · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Advanced Thermodynamics and Statistical Mechanics #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification
2018/03/06 by Baltruschat, Ivo M., Nickisch, Hannes, Grass, Michael +2 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- State Space Gaussian Processes with Non-Gaussian Likelihood
2018/02/13 by Nickisch, Hannes, Solin, Arno, Grigorievskiy, Alexander · 1 citation
#FOS: Computer and information sciences #Machine Learning (stat.ML)