Christoph Molnar
@christophmolnar.bsky.social did:plc:l3zkaaeogtmigemy7oi45sot
Author of Interpretable Machine Learning and other books Newsletter: https://mindfulmodeler.substack.com/ Website: https://christophmolnar.com/
Bei Bluesky seit
- Follower
- 6.273
- Folgt
- 966
- Posts
- 143
- Tage in Ranglisten
- 0
Zusammenfassung
Christoph Molnar (@christophmolnar.bsky.social) ist seit 12 November 2024 auf Bluesky. Das Konto hat 6.273 Follower, folgt 966 Konten und hat 143 Posts veröffentlicht.
Ranglisten-Platzierungen
Die besten Tage, an denen Posts dieses Kontos in Debyas Tagesliste kamen.
Dieses Konto war noch in keiner Tagesrangliste.
Zuletzt gelikte Posts
Öffentliche Likes aus dem Bluesky-Netzwerk.
Sounds interesting? Have a look at our paper! Joint work with Eric Günther and @ulrikeluxburg.bsky.social.
Post anzeigenDIP is ✅ unique under mild assumptions, ✅ easy to interpret, ✅ entails an efficient estimation procedure, ✅ describes properties of the data (instead of just a specific model), and ✅ comes with a python implementation (github.com/gcskoenig/dipd).
Post anzeigenDependencies are not only a neglected cooperative force but also complicate the definition and quantification of feature interactions. In particular, the contributions of interactions and dependencies may cancel each other out and must be disentangled to be fully revealed.
Post anzeigenFor example, suppose we predict kidney function (Y) from creatinine (C) and muscle mass (M), and that C reflects Y but also M, which is not linked to Y. Here, M becomes useful once combined with C, as it allows us to subtract irrelevant variation from C. In other words, C&M cooperate via dependence!
Post anzeigenDetermining whether variables are relevant due to cooperation is crucial, as variables that cooperate must be considered jointly to understand their relevance. Notably, features cooperate not only through interactions but also through statistical dependencies, which existing methods neglect.
Post anzeigen
Blockierte Konten
Blockierungen sind auf Bluesky öffentlich.
