mariushobbhahn

LB_for_BNNs_official

Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. https://arxiv.org/abs/2003.01227

Laplace_Matching_for_GLMs

Github repository for "Laplace Matching for GLMs". Arxiv paper: https://arxiv.org/abs/2105.03109

Reading-scene-text-in-deep-convolutional-sequences

transformers_from_scratch

Accompanying repository for this blogpost: https://www.lesswrong.com/posts/98jCNefEaBBb7jwu6/building-a-transformer-from-scratch-ai-safety-up-skilling

causality_LLMs

We play around with different tasks revolving around causality in LLMs like GPT-3. Our goal is to measure the quality of its causal modelling capabilities in real-world tasks, toy problems and adversarial examples

Exponential_Families_visual_tutorial

This is the repository for my accompanying blog post: https://www.mariushobbhahn.com/2021-06-10-ExpFam_tutorial/

mariushobbhahn.github.io

This repo is the blog of Marius Hobbhahn. I post projects, papers and code related to machine learning and opinion pieces on policy and ethics.

RV_vs_PDF_Combination

Comparing the differences between the combinations of random variables and probability density functions

second-hand-clothing

Accompanying repository to my blog post about second hand clothing

approximate_world_suffering

A back-of-the-envelope attempt to approximate the suffering that exists around the world.

ArtificialIntelligence1718

AI assigments

change_of_variable_pdfs

Repository for the blogpost: https://www.mariushobbhahn.com/2021-05-20-Change_of_variable/

cogsci_bachelor_2018

CompSci_Bachelor_201819

Implementation of the application of the scattering transform on Object detection

Cost_of_smoking

This is the accompanying repository to the blog post: http://www.mariushobbhahn.com/2021-02-25-cigarettes_taxes/. You can find the figures and some of the reading material here. You can play around with your own estimates in the Jupyter notebook.

Current-Advances-in-neural-networks

flutter_web_diary

A flutter web diary exercise that you can follow along!

InverseClassification_GANs

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

ML4QS

ML for the quantified self. 2 Week project of the academy at the studienstiftung

Modular-Inverse-Classification

Implementation of Modular Inverse Classification

rnn_number_series