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

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

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-26
DOI
https://doi.org/10.5281/zenodo.19236775
Primary Topic
Matrix Theory and Algorithms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Anonymous Anonymous
Zenodo (CERN European Organization for Nuclear Research)
Matrix Theory and Algorithms
article

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

Anonymous Anonymous
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
Matrix Theory and Algorithms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Supplementary Material and Artifact for "Shifting-based Optimizable Linear Relaxations for General Activation Functions" — Anonymous Anonymous · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS