RobRomijnders

Federated learning PhD @ UvA, previously AI resident @ Google Brain

Amsterdam, Netherlands

Pinned Repositories

AE_ts
Auto encoder for time series
Language:Python429 17 8103
bayes_nn
Uncertainty interpretations of the neural network
Language:Python31 3 07
bigclam
Implements the bigCLAM algorithm
Language:Python50 2 316
cnn_music
A CNN for music genre classification and TSC in general
Language:MATLAB30 8 310
CNN_tsc
A CNN for time-series classification
Language:Python154 20 362
LSTM_tsc
An LSTM for time-series classification
Language:Python405 35 16148
RNN_basketball
LSTM + MDN for basketball trajectories
Language:Python143 10 528
ssl_graph
Semi supervised learning on graphs
Language:Python35 3 110
VAE_rec
Variational Recurrent Auto Encoder
Language:Python16 2 06
weight_uncertainty
Implementing Bayes by Backprop
Language:Python180 16 141

RobRomijnders's Repositories

RobRomijnders/AE_ts
Auto encoder for time series
Language:Python429 17 8103
RobRomijnders/weight_uncertainty
Implementing Bayes by Backprop
Language:Python180 16 141
RobRomijnders/bigclam
Implements the bigCLAM algorithm
Language:Python50 2 316
RobRomijnders/dan
Domain Agnostic Normalization layer for Unsupervised Domain Adaptation
Language:Python11 4 13
RobRomijnders/hypothesis_kalman
Hypothesis testing for time series: two buckets are from same source or different?
Language:Python72
RobRomijnders/ts_clust
WIP to cluster time series
Language:Python7 3 04
RobRomijnders/overview
Overview diagram and lists of Machine Learning
Language:HTML6 2 0
RobRomijnders/indian_buffet
Indian buffet latent variable model
Language:Python31
RobRomijnders/occam
Implementing Occam's razor from the Statistical and Bayesian views.
Language:Python3 1 02
RobRomijnders/bayesian_model_comparison
Three approaches for Bayesian model comparison
Language:Python2 2 02
RobRomijnders/bbvi
Comparing variance of gradient estimators for BBVI
Language:Python2 2 0
RobRomijnders/hypothesis_testing
Project on hypothesis testing
Language:Python2 1 0
RobRomijnders/mcmc_proposals
Compare different proposal distro's for MCMC
Language:Python2 2 01
RobRomijnders/ssl_rep
Combining insights from representation learning and semi supervised learning
Language:Python2 2 01
RobRomijnders/bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
Language:Python1
RobRomijnders/dna
DNA: Differential Privacy Neural Augmentation for Contact Tracing
Language:Python1 0
RobRomijnders/dpfn_aaai
Code for AAAI 2023 paper 'Protect Your Score'
Language:Python
RobRomijnders/dpfn_cpp
C++ implementation of the DPFN method for differentially private statistical contact tracing
Language:C++1 0
RobRomijnders/dplp
Deep Private Link Prediction
Language:Python0 0
RobRomijnders/gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
Language:Python2 0
RobRomijnders/GrouPy
Group Equivariant Convolutional Neural Networks
Language:Python1 0
RobRomijnders/kpca_gplvm
Project exploring differences in kernel PCA and GP LVM
Language:Python2 01
RobRomijnders/OpenABM-Covid19
make pull request for pydecref
Language:Python
RobRomijnders/random
random repo for all random randomness
Language:HTML2 0
RobRomijnders/readme2tex
Renders TeXy Math for Github Readmes
Language:Python1 0
RobRomijnders/robromijnders.github.io
Github page
Language:HTML2 0
RobRomijnders/santa20
Santa 2020 challenge on Kaggle
Language:Jupyter Notebook2 0
RobRomijnders/scikit-learn
scikit-learn: machine learning in Python
Language:Python1 0
RobRomijnders/squashing
Small exploration of squashing the Gaussian Process
Language:Python1 01
RobRomijnders/wandb-client
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.