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| author | Jan Aalmoes <jan.aalmoes@inria.fr> | 2024-09-21 16:33:51 +0200 |
|---|---|---|
| committer | Jan Aalmoes <jan.aalmoes@inria.fr> | 2024-09-21 16:33:51 +0200 |
| commit | b8504c330be30ccf771d6745a34f395a83395ea5 (patch) | |
| tree | 9bbd9285d530381e3e743266fbf62be35df3a7c8 /synthetic/bck/main.toc | |
| parent | 00ec61946ddf3a7c2abf7d7e0730fc8e21b50f37 (diff) | |
| parent | 06c724f61e746772dc46aaf7e11c96abc1a49dd1 (diff) | |
merge with brouillon
Diffstat (limited to 'synthetic/bck/main.toc')
| -rw-r--r-- | synthetic/bck/main.toc | 31 |
1 files changed, 31 insertions, 0 deletions
diff --git a/synthetic/bck/main.toc b/synthetic/bck/main.toc new file mode 100644 index 0000000..72e6eff --- /dev/null +++ b/synthetic/bck/main.toc @@ -0,0 +1,31 @@ +\contentsline {section}{\numberline {1}Introduction}{3}{}% +\contentsline {section}{\numberline {2}Finit classification}{3}{}% +\contentsline {subsection}{\numberline {2.1}Notations}{3}{}% +\contentsline {subsection}{\numberline {2.2}Problem setup}{3}{}% +\contentsline {subsection}{\numberline {2.3}From a problem on elements to a problem on indices}{4}{}% +\contentsline {subsection}{\numberline {2.4}Building a classification algorithm on $B_{m\rightarrow n}$}{7}{}% +\contentsline {subsection}{\numberline {2.5}Extention to unseen data}{11}{}% +\contentsline {section}{\numberline {3}Applications}{12}{}% +\contentsline {subsection}{\numberline {3.1}Attribute inference attack}{12}{}% +\contentsline {subsection}{\numberline {3.2}Painting classification}{12}{}% +\contentsline {subsection}{\numberline {3.3}Lora}{12}{}% +\contentsline {subsection}{\numberline {3.4}Tabular data}{12}{}% +\contentsline {subsection}{\numberline {3.5}Movie recommender system}{14}{}% +\contentsline {subsection}{\numberline {3.6}labeled faces in the wild}{14}{}% +\contentsline {section}{\numberline {4}Computing cost}{14}{}% +\contentsline {subsection}{\numberline {4.1}Cost of training}{14}{}% +\contentsline {subsection}{\numberline {4.2}Cost of inference}{14}{}% +\contentsline {section}{\numberline {5}Decentralization}{14}{}% +\contentsline {subsection}{\numberline {5.1}Sharing indexes}{14}{}% +\contentsline {subsection}{\numberline {5.2}Sharing matrix of probability law}{14}{}% +\contentsline {section}{\numberline {6}Privacy}{14}{}% +\contentsline {subsection}{\numberline {6.1}Private indexing}{14}{}% +\contentsline {subsection}{\numberline {6.2}Differential privacy}{14}{}% +\contentsline {section}{\numberline {7}Fairness}{14}{}% +\contentsline {subsection}{\numberline {7.1}Preprocessing}{14}{}% +\contentsline {subsection}{\numberline {7.2}Inprocessing and postprocessing}{14}{}% +\contentsline {section}{\numberline {8}Explainability}{14}{}% +\contentsline {subsection}{\numberline {8.1}Transparancy}{14}{}% +\contentsline {subsection}{\numberline {8.2}Interpretability}{14}{}% +\contentsline {subsection}{\numberline {8.3}Explainability}{14}{}% +\contentsline {section}{\numberline {9}Conclusion}{14}{}% |