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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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e17b769c731e01990a1d3a1eee15296194a47311
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feat(thesis): provide proof for the equivalence statement in method section
refactor(thesis): provide label and equation number to one of the items
refactor(thesis): provide label to one of the items
wip(thesis): introduce two TODOs
wip(thesis): refine linear inclusion
wip(thesis): remove those last squared brackets
feat(thesis): introduce all these interval spaces and more DNN symbols
wip(thesis): refine linear inclusion
refactor(thesis): replace one last sb to n
wip(thesis): refine optimization objective
refactor(thesis): reformat
wip(thesis): use curly brackets for simple math expressions
wip(thesis): correct typo
refactor(thesis): switch to closed intervals
refactor(thesis): introduce a period "Then" instead of ", then"
refactor(thesis): introduce some bes and as per definitions
feat(thesis bib): introduce one more publication about nets and one about optimization
wip(thesis): introduce one sentence for the interval arithmetics
wip(thesis): switch to closed subsets for the method
refactor(thesis): refine some notation on input regions and the method
refactor(thesis): rename one label
wip(differentiation): fiddle with activations
wip(thesis): improve subsection name for softplus lpu
wip(thesis): introduce bes, non-breaking spaces and as per definitions into lower bound for non-linear optimization problem
wip(thesis): correct brackets after Barbara's remark in linear and non-linear optimization problem
wip(thesis): introduce bes, non-breaking spaces and as per definitions into non-linear optimization problem
wip(thesis): correct uncertain input region definition for capital Theta
wip(thesis): improve uncertain input region definition with Barbara's remarks
wip(thesis): correct input region definition to capital Thetas
wip(thesis): correct one comma into period
wip(thesis): adapt QuadLU proposition to new h indexing and improve formulation
wip(thesis): introduce another remark on QuadLU
wip(thesis): remove one "This concludes the proof"
wip(thesis): introduce one more TODO
wip(thesis): adapt softplus proposition to new h indexing and improve formulation
wip(thesis): introduce one more non-breaking space
wip(thesis): adapt sigmoid proposition to new h indexing
wip(thesis): improve formatting of activation functions setting introduction
wip(thesis): reformulate we to neutral
wip(thesis): use eqref in lpu theorem reference
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