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GUM-compliant neural network robustness verification - a Masters thesis
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ludwig10_masters_thesis
GUM-compliant neural network robustness verification - a Masters thesis
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feat(thesis): introduce long headings into toc
style(differentiation): blacken notebook
fix(thesis): repair formula syntax error
fix(thesis): replace a wrong reference
refactor(thesis): correct another typo
refactor(thesis): improve one formulation after discussing it with Barbara
refactor(thesis): correct a definition sign
refactor(thesis): express the first interval extension clearer by reordering terms
refactor(thesis): correct a minor typo
refactor(thesis): introduce some whitespace to silence some IDE warning
refactor(thesis): simplify definition of uncertain input region after discussing it with Barbara
refactor(thesis): rename optimum of non-linear optimization problem to \Delta x_{non}
refactor(thesis): introduce a couple of todos after discussing the draft with Barbara
refactor(thesis): correct another minor typo
fix(thesis): correct proof of QuadLU LPU
wip(thesis): correct a minor typo
fix(thesis): fix alphas domain for QuadLU
wip(thesis): introduce first ideas about what to do in the simulation sections
wip(thesis): improve labels of background chapters
wip(thesis): improve question and remarkbox titles
refactor(thesis): refactor preliminaries into uncertainty propagation chapter
feat(thesis): finally choose nice titel for robustness verification section
refactor(thesis): adapt indention
refactor(thesis): correct one interval extensions small letter and replace one \eqcolon by \eqqcolon
refactor(thesis): replace one residual QuadLU by \quadlu
feat(thesis): extend symbols by all that's required by chapter 4 and some of chapter 3 and reorder
refactor(thesis): increase width of symbols table
refactor(thesis): introduce a lot of non-breaking spaces
refactor(thesis): introduce ReLU operator
feat(thesis): extend symbols significantly
feat(thesis): introduce LPU into abbreviations
refactor(thesis): change tabulars into ltablex tables with page breaks
refactor(thesis): reorder abbreviations
wip(thesis): refine proof for central corollary of robustness verification method
feat(thesis): refine and finalize proof for theorem 2 of robustness verification method
feat(thesis): refine and finalize theorem 2 for robustness verification method
refactor(thesis): change a citation into not inline
wip(thesis): introduce Lin et al. references to basically everywhere in the method section
wip(thesis): refine linear inclusion definition
wip(thesis): refine formulations in method sections
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