Thomas Icard

Affiliations:
  • Stanford University, Department of Philosophy, CA, USA


According to our database1, Thomas Icard authored at least 49 papers between 2010 and 2024.

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Bibliography

2024
Is Causal Reasoning Harder than Probabilistic Reasoning?
Rev. Symb. Log., 2024

Belief in the Machine: Investigating Epistemological Blind Spots of Language Models.
CoRR, 2024

On Probabilistic and Causal Reasoning with Summation Operators.
CoRR, 2024

A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments.
CoRR, 2024

Probing the quantitative-qualitative divide in probabilistic reasoning.
Ann. Pure Appl. Log., 2024

Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations.
Proceedings of the Causal Learning and Reasoning, 2024

2023
Interleaving Logic and Counting.
Bull. Symb. Log., December, 2023

A Simple Logic of Concepts.
J. Philos. Log., June, 2023

Holistic Evaluation of Language Models.
Trans. Mach. Learn. Res., 2023

Causal Abstraction for Faithful Model Interpretation.
CoRR, 2023

Interpretability at Scale: Identifying Causal Mechanisms in Alpaca.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Show and tell: Learning causal structures from observations and explanations.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

A Semantics for Causing, Enabling, and Preventing Verbs Using Structural Causal Models.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Causal Abstraction with Soft Interventions.
Proceedings of the Conference on Causal Learning and Reasoning, 2023

2022
A Completeness Result for Inequational Reasoning in a Full Higher-Order Setting.
CoRR, 2022

Causal Distillation for Language Models.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Inducing Causal Structure for Interpretable Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022

On Pearl's Hierarchy and the Foundations of Causal Inference.
Proceedings of the Probabilistic and Causal Inference: The Works of Judea Pearl, 2022

2021
Logics of imprecise comparative probability.
Int. J. Approx. Reason., 2021

On the Opportunities and Risks of Foundation Models.
CoRR, 2021

A Topological Perspective on Causal Inference.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Causal Abstractions of Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Intention as commitment toward time.
Artif. Intell., 2020

Learning from explanations.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Probabilistic Reasoning Across the Causal Hierarchy.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
On Open-Universe Causal Reasoning.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Inflated inflation and superseded supersession: testing counterfactual sampling accounts of causal strength judgments.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018
Inferring probability comparisons.
Math. Soc. Sci., 2018

On the Conditional Logic of Simulation Models.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

On the instrumental value of hypothetical and counterfactual thought.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017
Indicative Conditionals and Dynamic Epistemic Logic.
Proceedings of the Proceedings Sixteenth Conference on Theoretical Aspects of Rationality and Knowledge, 2017

A Monotonicity Calculus and Its Completeness.
Proceedings of the 15th Meeting on the Mathematics of Language, 2017

Beyond Almost-Sure Termination.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Preferential Structures for Comparative Probabilistic Reasoning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Causality, Normality, and Sampling Propensity.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015
A Resource-Rational Approach to the Causal Frame Problem.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Neural-Symbolic Learning and Reasoning: Contributions and Challenges.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Higher-Order Syllogistics.
Proceedings of the Formal Grammar - 19th International Conference, 2014

Toward Boundedly Rational Analysis.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
Information dynamics and uniform substitution.
Synth., 2013

A Complete Calculus of Monotone and Antitone Higher-Order Functions.
Proceedings of the TACL 2013. Sixth International Conference on Topology, Algebra and Categories in Logic, Vanderbilt University, Nashville, Tennessee, USA, July 28, 2013

2012
Inclusion and Exclusion in Natural Language.
Stud Logica, 2012

Provability and Interpretability Logics with Restricted Realizations.
Notre Dame J. Formal Log., 2012

A Uniform Logic of Information Dynamics.
Proceedings of the Advances in Modal Logic 9, 2012

2011
A Topological Study of the Closed Fragment of GLP.
J. Log. Comput., 2011

Schematic Validity in Dynamic Epistemic Logic: Decidability.
Proceedings of the Logic, Rationality, and Interaction - Third International Workshop, 2011

2010
Joint Revision of Beliefs and Intention.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Twelfth International Conference, 2010

Moorean Phenomena in Epistemic Logic.
Proceedings of the Advances in Modal Logic 8, 2010


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