Artifact for "Shifting-based Optimizable Linear Relaxations for General Activation Functions"

Zenodo (CERN European Organization for Nuclear Research)

Abstract

This repository contains the supplementary material artifact code implementation for the paper “Shifting-based Optimizable Linear Relaxations for General Activation Functions”. The uploaded file Supplementary-Material-ASE26.pdf includes proofs of propositions and lemmas, closed-form solutions for critical points of various activation functions, implementation details, and additional experimental results. These cover parameter settings, extended analyses, and illustrative failure cases of baseline methods.

Authors 4

1. Philipp Kern

   Karlsruhe Institute of Technology

   Affiliation as printed

   Karlsruhe Institute of Technology

2. László Antal Aachen

   RWTH Aachen University

   Affiliation as printed

   RWTH Aachen University

3. Erika Ábrahám Aachen

   RWTH Aachen University

   Affiliation as printed

   RWTH Aachen University

4. Carsten Sinz

   Karlsruhe University of Applied Sciences

   Affiliation as printed

   Karlsruhe University of Applied Sciences