3 citations · 3 across the 4 of their papers we have counts for
4 papers
Labelling Bug-Fixing Commits with Local Open-Weight Language Models
Philip König, Georg Goldenits, Caroline König +6
Defect prediction depends on knowing which commits fix bugs, yet the labels that encode this are produced by routes that each introduce noise. Reused benchmarks carry documented da…
Fractional Optimizers Meet Fractal Activation Functions: An Empirical Study of Multi-Scale Optimization in Neural Network
Sebastian Raubitzek, Georg Goldenits, Sebastian Schrittwieser +2
Fractional optimization methods and fractal activation functions are two independent directions for improving neural network training. Fractional optimizers extend first-order opti…
Small Language Models for Phishing Website Detection: Cost, Performance, and Privacy Trade-Offs
Georg Goldenits, Philip Koenig, Sebastian Raubitzek +1
Phishing websites pose a major cybersecurity threat, exploiting unsuspecting users and causing significant financial and organisational harm. Traditional machine learning approache…
Current applications and potential future directions of reinforcement learning-based Digital Twins in agriculture
Georg Goldenits, Kevin Mallinger, Sebastian Raubitzek +1
Digital Twins have gained attention in various industries for simulation, monitoring, and decision-making, relying on ever-improving machine learning models. However, agricultural…