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Quantum Physics and Statistical Causal Models
Program
Causality
Date
Monday, Apr. 25
–
Friday, Apr. 29, 2022
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The Workshop
Schedule
Videos
All talks are listed in Pacific Time.
Monday, Apr. 25, 2022
9
–
9:25 a.m.
Coffee and Check-In
9:25
–
9:30 a.m.
Opening Remarks
9:30
–
10:10 a.m.
Applications of The Inflation Technique for Causal Inference
Elie Wolfe (Perimeter Institute for Theoretical Physics)
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Self-Tests of Physical Theories in Networks and Their Implications for the Foundations of Quantum Theory
Mirjam Weilenmann (IQOQI Vienna)
11:20
–
11:30 a.m.
Break
11:30 a.m.
–
12:10 p.m.
Experimental Entanglement of Temporal Order
Giulia Rubino (University of Bristol)
12:10
–
1:30 p.m.
Lunch
1:30
–
2:10 p.m.
The Most General Causal Theory of Correlations Restricted to Bounded Multipartite Nonlocal Resources is Incompatible with Quantum Correlations
Marc-Olivier Renou (ICFO Barcelona)
2:10
–
2:20 p.m.
Break
2:20
–
3 p.m.
Sequential Models
Miguel Navascues (Austrian Academy of Sciences)
3
–
4 p.m.
Reception
Tuesday, Apr. 26, 2022
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
Generalized Instrumental Inequalities: Complexity, Sharpness, Robustness
Ismael Mourifie (U of Toronto)
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Latent Variable Justifies the Stronger IV Bounds
Richard Guo (Cambridge)
11:20
–
11:30 a.m.
Break
11:30 a.m.
–
12:10 p.m.
Cardinality Bounds and Parameterization for Latent Variable Graphical Models
Noam Finkelstein (Weill Cornell Medicine)
Wednesday, Apr. 27, 2022
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
A Semantics for Counterfactuals in Quantum Causal Models
Eric Cavalcanti (Griffith University)
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Graphical Criteria for Inequality Constraints in Directed Acyclic Graphs with Hidden Variables
Beata Zjawin (ICTQT)
11:20
–
11:30 a.m.
Break
11:30 a.m.
–
12:10 p.m.
A Proof of Bell’s Inequality in Quantum Mechanics Using Causal Interactions
James Robins (Harvard University)
12:10
–
1:30 p.m.
Lunch
1:30
–
2:10 p.m.
On Polytopes and Convex Sets Associated with Graphical Models in Classical and Quantum Information Processing
Pascal Vontobel (The Chinese University of Hong Kong)
2:10
–
2:20 p.m.
Break
2:20
–
3 p.m.
Marginal DAG Models Equivalent to Another DAG
Robin Evans (University of Oxford)
Thursday, Apr. 28, 2022
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
Causal Reductions
Joris Mooij (University of Amsterdam)
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Marginal Treatment Effects with Misclassified Treatment
Désiré Kédagni (Iowa State University)
11:20
–
11:30 a.m.
Break
11:30 a.m.
–
12:10 p.m.
Instrumental Variables in Sparse and Dynamical Settings
Jonas Peters (University of Copenhagen)
12:10
–
1:30 p.m.
Lunch
1:30
–
2:10 p.m.
A Bayesian Probability Calculus for Density Matrices
Manfred Warmuth (Google Brain)
Friday, Apr. 29, 2022
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10:10 a.m.
A Dynamic-Epistemic Approach to Conditionals
Sonja Smets (University of Amsterdam)
10:10
–
10:40 a.m.
Break
10:40
–
11:20 a.m.
Causal Influence in Quantum Theory
Jonathan Barrett (Oxford)
11:20
–
11:30 a.m.
Break
11:30 a.m.
–
12:10 p.m.
"Fine-Tuned", "Unfaithful", "Unnatural": Abuse of Terminology in Causal Modeling
Tim Maudlin (NYU & John Bell Institute)
12:10
–
1:30 p.m.
Lunch
1:30
–
2:10 p.m.
Causal Discovery in the Quantum Context
Sally Shrapnel (University of Queensland)
2:10
–
2:20 p.m.
Break
2:20
–
3 p.m.
Why Born Probabilities?
Michael Weissman (University of Illinois Urbana-Champaign)
3
–
3:10 p.m.
Break
3:10
–
3:50 p.m.
Adjudicating Between Different Causal Accounts of Bell Inequality Violations
Rob Spekkens (Perimeter Institute)
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