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annotation_tool_lara

Annotation Tool LARa Dataset

anotherrss

The App AnotherRSS is a free Atom RSS Feed Reader and very similar to ViboraFeed.

dominantadmixturemodel

Implementation of the Dominant Admixture Model for Topic Modeling, as proposed by Blum et. al. in "Foundations of Data Science".

interpretable-ml-book

Book about interpretable machine learning

lago

Code for our paper: Atzmon & Chechik, "Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning", UAI 2018

notifyfitness

R functions to import the fitness tracker data from a backup created by the Android app "Notify & Fitness".

optpieces

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.

optpiecesruntimestudy

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)

probabilistic_contrastive_learning

This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs".

pytorch_influence_functions_stable

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.

rsl

Rule Stacking Learner for combining multi-label classificators with probabilistic rules in a bayesian network

rslappl

Application of pRSL to the logistics human activity recognition transfer learning challenge for the ICCL 2021 paper.

rslbench

Benchmarks of pRSL on six datasets for multi-label classification for the UAI 2021 paper.

rslsim

Simulation experiments to test pRSL's approximate inference methods for the UAI 2021 paper.

scalabletrustworthyai.github.io

self-adapting-keyboard

Android Keyboard that automatically adapts its layout to minimize mistyping rate of the individual user.

swateliteforce_tactic

A modification for SWAT 4: The Stetchkov Syndicate

url

Uncertainty-aware representation learning (URL) benchmark