Discover mariushobbhahn/LB_for_BNNs_official Open Source project

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mariushobbhahn

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

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

Python

Laplace_Matching_for_GLMs

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

Jupyter Notebook

transformers_from_scratch

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

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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

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Exponential_Families_visual_tutorial

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

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second-hand-clothing

Accompanying repository to my blog post about second hand clothing

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RV_vs_PDF_Combination

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

Jupyter Notebook

mariushobbhahn/LB_for_BNNs_official

mariushobbhahn

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