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07/11/2023
Probing the Quantitative-Qualitative Divide in Probabilistic Reasoning
This paper explores the space of (propositional) probabilistic logical l...
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06/25/2023
Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions
The aim of this paper is to make clear and precise the relationship betw...
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11/27/2021
Is Causal Reasoning Harder than Probabilistic Reasoning?
Many tasks in statistical and causal inference can be construed as probl...
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07/18/2021
A Topological Perspective on Causal Inference
This paper presents a topological learning-theoretic perspective on caus...
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01/09/2020
Probabilistic Reasoning across the Causal Hierarchy
We propose a formalization of the three-tier causal hierarchy of associa...
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07/04/2019
On Open-Universe Causal Reasoning
We extend two kinds of causal models, structural equation models and sim...
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07/30/2018
Causal Modeling with Probabilistic Simulation Models
Recent authors have proposed analyzing conditional reasoning through a n...
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06/20/2018
CVC4 at the SMT Competition 2018
This paper is a description of the CVC4 SMT solver as entered into the 2...
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05/08/2018