frhrdr
PhD candidate at MPI-IS. Working on differential privacy and deep generative models. For code from papers see: https://github.com/ParkLabML
Tübingen, Germany
Pinned Repositories
advent_of_code_2022
auditing-dpsgd
Code for Auditing DPSGD
deep_restoration
MSc AI Thesis
Differentially-Private-Mean-Embeddings-with-Random-Features-for-Synthetic-Data-Generation
dlc2016
Some code for the UvA Deep Learning course (quality varies)
dp-llm
dp-merf
generative_audio
MSc AI Project on generative deep networks and neural style transfer for audio
patepy
A simple wrapper for the PATE analysis for Differential Privacy by Papernot, Song et al.
vrnn
MSc AI project on variational recurrent networks by J. Chung et al.
frhrdr's Repositories
frhrdr/generative_audio
MSc AI Project on generative deep networks and neural style transfer for audio
frhrdr/patepy
A simple wrapper for the PATE analysis for Differential Privacy by Papernot, Song et al.
frhrdr/dp-merf
frhrdr/dp-llm
frhrdr/vrnn
MSc AI project on variational recurrent networks by J. Chung et al.
frhrdr/deep_restoration
MSc AI Thesis
frhrdr/Differentially-Private-Mean-Embeddings-with-Random-Features-for-Synthetic-Data-Generation
frhrdr/dlc2016
Some code for the UvA Deep Learning course (quality varies)
frhrdr/advent_of_code_2022
frhrdr/auditing-dpsgd
Code for Auditing DPSGD
frhrdr/caffe-tensorflow
Caffe models in TensorFlow
frhrdr/DP-MEPF
TMLR2023
frhrdr/DP-Sinkhorn
frhrdr/ektelo
frhrdr/Forsythia
Forsythia fractal
frhrdr/frhrdr.github.io
frhrdr/Lukasiewicz-Cores
Bachelor Thesis in the field of Neural Symbolic Integration
frhrdr/MMD-GAN
Improving MMD-GAN training with repulsive loss function
frhrdr/models
Models and examples built with TensorFlow
frhrdr/pixeldp
frhrdr/privacy
Library for training machine learning models with privacy for training data
frhrdr/private-pgm
An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"
frhrdr/schmeepee-schmepf
frhrdr/tf_alexnet
A TensorFlow implementation of AlexNet with pretrained weights
frhrdr/tf_vgg
VGG19 and VGG16 on Tensorflow