Noam Finkelstein
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| title | conference | date |
|---|---|---|
| Cardinality Bounds and Parameterization for Latent Variable Graphical Models | Quantum Physics and Statistical Causal Models (Simons Institute workshop, 2022) | 2022-04-27 |
Claim: any latent discrete variable can be assumed finite without restricting the marginal model, and tighter Carathéodory's theorem bounds follow by measuring… | ||
| The Importance of Modeling Data Collection | MLconf SF 2019 | 2019-11-08 |
Argues that systematic observation bias skews ML estimates and routine validation hides it, shows two concrete fixes: model the observation probability as… | ||
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