Frederick Eberhardt

California Institute of Technology

Pasadena, CA 91125

United States

SCHOLARLY PAPERS

2

DOWNLOADS

433

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (2)

1.

Discovering Causal Models with Optimization: Confounders, Cycles, and Feature Selection

Number of pages: 50 Posted: 08 Jul 2021 Last Revised: 29 Jul 2021
Frederick Eberhardt, Nur Kaynar and Auyon Siddiq
California Institute of Technology, University of California, Los Angeles (UCLA) - Anderson School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 395 (110,422)

Abstract:

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integer programming, causal inference, causal discovery, graphical models

2.

Causal Feature Learning

Number of pages: 16 Posted: 29 Mar 2022
Iman A. Wahle, Jenna Kahn and Frederick Eberhardt
California Institute of Technology, California Institute of Technology and California Institute of Technology
Downloads 38 (609,847)

Abstract:

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Macrovariables, Aggregation, Coarsening of Relations, Causal Representation Learning