felix-laumann
PhD in statistics from Imperial College London. Interests in kernel methods, causal discovery, NLP.
Imperial College London, NeuralSpaceLondon
Pinned Repositories
Bayesian_CNN_ContinualLearning
Interpreting Bayesian inference as continual learning with a CNN
causal-fda
contSID
Implementation of the continuous SID
dcor
Distance correlation and related E-statistics in Python
Detect-Language
Detect the language from the given sentence
Historical-functional-model
Historical functional linear model by Malfait & Ramsay (2003) in python
MBML-SDG-targets
Finding linear correlations between the SDG targets using model-based machine learning
MMD_HSIC_non-stationary
MMD and HSIC for non-stationary random processes
SDG-clusters
clustering the targets of the SDGs
SDG-networks
Finding nonlinear relationships between the Sustainable Development Goals and climate change with partial distance correlations
felix-laumann's Repositories
felix-laumann/Bayesian_CNN_ContinualLearning
Interpreting Bayesian inference as continual learning with a CNN
felix-laumann/SDG-networks
Finding nonlinear relationships between the Sustainable Development Goals and climate change with partial distance correlations
felix-laumann/causal-fda
felix-laumann/MBML-SDG-targets
Finding linear correlations between the SDG targets using model-based machine learning
felix-laumann/MMD_HSIC_non-stationary
MMD and HSIC for non-stationary random processes
felix-laumann/SDG-clusters
clustering the targets of the SDGs
felix-laumann/contSID
Implementation of the continuous SID
felix-laumann/dcor
Distance correlation and related E-statistics in Python
felix-laumann/Detect-Language
Detect the language from the given sentence
felix-laumann/Historical-functional-model
Historical functional linear model by Malfait & Ramsay (2003) in python
felix-laumann/lstms.pth
PyTorch implementations of LSTM Variants (Dropout + Layer Norm)
felix-laumann/scikit-fda
Functional Data Analysis Python package
felix-laumann/SDCIT
A set of kernel-based (Un)conditional independence tests including SDCIT (Lee and Honavar, UAI 2017)