Michael Celentano
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| title | conference | date |
|---|---|---|
| The Estimation Error of General First Order Methods | Rigorous Evidence for Information-Computation Trade-offs | 2021-09-13 |
Claims a concrete lower bound: for fixed T and n,p →∞ any general first‑order method (matrix multiplies + coordinatewise nonlinearities) reduces any… | ||
| Correlation Adjusted Debiasing (CAD): Debiasing the Lasso with Inaccurate Covariate Model | Meet the Fellows Welcome Event | 2021-09-08 |
Proposes a correlation-adjusted debiasing estimator that recovers a single coefficient beta consistently even when the covariate model gamma and outcome theta… | ||
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