UAI 2024 Workshop Causal Submissions

Everything that can be learned about a causal structure with latent variables by observational and interventional probing schemes
Marina Maciel Ansanelli, Elie Wolfe, Robert Spekkens
- Published: 05 Jul 2024, Last Modified: 05 Jul 2024
- Causal@UAI2024 Poster
- Readers: Everyone
Classifying Causal Structures: Ascertaining Inequality Constraints
Shashaank Khanna, Marina Maciel Ansanelli, Mathew F. Pusey, Elie Wolfe
- Published: 05 Jul 2024, Last Modified: 05 Jul 2024
- Causal@UAI2024 Poster
- Readers: Everyone
Backtracking Counterfactuals for Deep Structural Causal Models
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
- Published: 05 Jul 2024, Last Modified: 05 Jul 2024
- Causal@UAI2024 Poster
- Readers: Everyone
Constraint-based Causal Discovery from a Collection of Conditioning Sets
Kenneth Lee, Bruno Ribeiro, Murat Kocaoglu
- Published: 05 Jul 2024, Last Modified: 05 Jul 2024
- Causal@UAI2024 Poster
- Readers: Everyone
Nonparametric Jackknife Instrumental Variable Estimation and Confounding Robust Surrogate Indices
Aurelien Bibaut, Nathan Kallus, Apoorva Lal
- Published: 05 Jul 2024, Last Modified: 05 Jul 2024
- Causal@UAI2024 Oral
- Readers: Everyone
Algorithmic syntactic causal identification
Dhurim Cakiqi, Max A Little
- Published: 05 Jul 2024, Last Modified: 05 Jul 2024
- Causal@UAI2024 Poster
- Readers: Everyone
Causal Elicitation for Bayesian Optimization
Jakob Zeitler, Raul Astudillo
- Published: 05 Jul 2024, Last Modified: 05 Jul 2024
- Causal@UAI2024 Poster
- Readers: Everyone