#interpretableml — Public Fediverse posts on home.social

Cosima Meyer @[email protected] · 2024-10-01 · 06:00 UTC

This book is golden! (and I think I'll have to read it again because it's so full of information!)

For anyone trying to understand their models, Serg Masís' book "Interpretable Machine Learning with #Python" provides the right mix of theory and practical approaches. It has both a high-level and applied perspective, which I really enjoyed, and gives both practitioners and those new to the field a good and illustrative starting point.

#interpretableml

#interpretableml #python

Cosima Meyer @[email protected] · 2024-10-01 · 06:00 UTC

And while this is true for any modeling approach, I think it's especially relevant as we move to more complex models. In my experience, interpretability is important not only in making models accessible to the end user but also in the development process as we strive to build fair and reliable models that produce the best results.

#interpretableml #xai #datascience #python

#python #datascience #xai #interpretableml

José Oramas @[email protected] · 2024-03-06 · 16:46 UTC

Great news, this year #AIMLAI will be held in conjunction with #ECMLPKDD 2024. Looking forward to meeting you in Vilnius! #xai #interpretableML #explainability #interpretability #ai #ml @ECMLPKDD @IDLabResearch @imecVlaanderen @UAntwerpen

#aimlai #ecmlpkdd #xai #interpretableml #explainability #interpretability

José Oramas @[email protected] · 2024-03-06 · 16:46 UTC

Great news, this year #AIMLAI will be held in conjunction with #ECMLPKDD 2024. Looking forward to meeting you in Vilnius! #xai #interpretableML #explainability #interpretability #ai #ml @ECMLPKDD @IDLabResearch @imecVlaanderen @UAntwerpen

#aimlai #ecmlpkdd #xai #interpretableml #explainability #interpretability

José Oramas @[email protected] · 2024-03-06 · 16:46 UTC

Great news, this year #AIMLAI will be held in conjunction with #ECMLPKDD 2024. Looking forward to meeting you in Vilnius! #xai #interpretableML #explainability #interpretability #ai #ml @ECMLPKDD @IDLabResearch @imecVlaanderen @UAntwerpen

#aimlai #ecmlpkdd #xai #interpretableml #explainability #interpretability

José Oramas @[email protected] · 2024-03-06 · 16:46 UTC

Great news, this year #AIMLAI will be held in conjunction with #ECMLPKDD 2024. Looking forward to meeting you in Vilnius! #xai #interpretableML #explainability #interpretability #ai #ml @ECMLPKDD @IDLabResearch @imecVlaanderen @UAntwerpen

#ml #ai #interpretability #explainability #interpretableml #xai

Ulrich Junker @[email protected] · 2023-04-27 · 19:41 UTC

Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!

“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine

https://flip.it/pmlCdg

#adjustability #accountability #blackboxes #darkboxes #lightboxes #whiteboxes

Ulrich Junker @[email protected] · 2023-04-27 · 19:41 UTC

Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!

“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine

https://flip.it/pmlCdg

#adjustability #accountability #blackboxes #darkboxes #lightboxes #whiteboxes

Ulrich Junker @[email protected] · 2023-04-27 · 19:41 UTC

Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!

“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine

https://flip.it/pmlCdg

#adjustability #accountability #blackboxes #darkboxes #lightboxes #whiteboxes

Ulrich Junker @[email protected] · 2023-04-27 · 19:41 UTC

Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!

“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine

https://flip.it/pmlCdg

#cynthiarudin #interpretableml #interpretable #decisions #whiteboxes #lightboxes

Ulrich Junker @[email protected] · 2023-04-27 · 19:41 UTC

Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!