Michael Kirchhof's Projects
Annotation Tool LARa Dataset
The App AnotherRSS is a free Atom RSS Feed Reader and very similar to ViboraFeed.
Implementation of the Dominant Admixture Model for Topic Modeling, as proposed by Blum et. al. in "Foundations of Data Science".
Book about interpretable machine learning
Code for our paper: Atzmon & Chechik, "Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning", UAI 2018
R functions to import the fitness tracker data from a backup created by the Android app "Notify & Fitness".
This algorithm finds the best pieces of a fixed length within a long production line regarding multiple quality measurements. Find the technical report here (http://dx.doi.org/10.17877/DE290R-19935). A peer reviewed paper is on its way.
A runtime study of the specialized knapsack optimizer used in the optPieces algorithm (https://github.com/mkirchhof/optPieces). For further information and results, please have a look at the paper (Accepted for ECDA 2018 proceedings, link will be inserted once published)
This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs".
This is a [Stable] PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
Rule Stacking Learner for combining multi-label classificators with probabilistic rules in a bayesian network
Application of pRSL to the logistics human activity recognition transfer learning challenge for the ICCL 2021 paper.
Benchmarks of pRSL on six datasets for multi-label classification for the UAI 2021 paper.
Simulation experiments to test pRSL's approximate inference methods for the UAI 2021 paper.
Android Keyboard that automatically adapts its layout to minimize mistyping rate of the individual user.
A modification for SWAT 4: The Stetchkov Syndicate
Uncertainty-aware representation learning (URL) benchmark