{"total":21,"rows":[{"id":"2103.15758","title":"Compositional Abstraction Error and a Category of Causal Models","created":"2021-03-29","cited_by_count":33,"area":null},{"id":"2402.15332","title":"Position: Categorical Deep Learning is an Algebraic Theory of All Architectures","created":"2024-02-23","cited_by_count":32,"area":null},{"id":"2207.08603","title":"Abstraction between Structural Causal Models: A Review of Definitions and Properties","created":"2022-07-18","cited_by_count":15,"area":null},{"id":"2201.06981","title":"On the Equivalence of Causal Models: A Category-Theoretic Approach","created":"2022-01-18","cited_by_count":13,"area":null},{"id":"2207.05740","title":"The d-separation criterion in Categorical Probability","created":"2022-07-12","cited_by_count":12,"area":null},{"id":"2502.00407","title":"Causal Abstraction Learning based on the Semantic Embedding Principle","created":"2025-02-01","cited_by_count":9,"area":null},{"id":"2305.17139","title":"A Measure-Theoretic Axiomatisation of Causality","created":"2023-05-19","cited_by_count":8,"area":null},{"id":"2510.17944","title":"Intuitionistic $j$-Do-Calculus in Topos Causal Models","created":"2025-10-20","cited_by_count":5,"area":null},{"id":"2407.02424","title":"A Pattern Language for Machine Learning Tasks","created":"2024-07-02","cited_by_count":4,"area":null},{"id":"2508.06326","title":"A \"good regulator theorem\" for embodied agents","created":"2025-08-04","cited_by_count":4,"area":null},{"id":"2308.00861","title":"Active Inference in String Diagrams: A Categorical Account of Predictive Processing and Free Energy","created":"2023-08-01","cited_by_count":3,"area":null},{"id":"2407.02423","title":"On the Anatomy of Attention","created":"2024-07-02","cited_by_count":3,"area":null},{"id":"2603.28906","title":"Working Paper: Towards a Category-theoretic Comparative Framework for Artificial General Intelligence","created":"2026-03-30","cited_by_count":3,"area":null},{"id":"2410.20161","title":"Causal Abstraction in Model Interpretability: A Compact Survey","created":"2024-10-26","cited_by_count":2,"area":null},{"id":"2503.11718","title":"The Relativity of Causal Knowledge","created":"2025-03-13","cited_by_count":2,"area":null},{"id":"2606.24621","title":"Infinitesimal Causality","created":"2026-06-23","cited_by_count":2,"area":null},{"id":"2503.11820","title":"An Algebraic Approach to Moralisation and Triangulation of Probabilistic Graphical Models","created":"2025-03-14","cited_by_count":1,"area":null},{"id":"2508.10018","title":"A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models","created":"2025-08-07","cited_by_count":1,"area":null},{"id":"2212.08981","title":"A Layered Architecture for Universal Causality","created":"2022-12-18","cited_by_count":0,"area":null},{"id":"2508.08295","title":"Topos Causal Models","created":"2025-08-05","cited_by_count":0,"area":null},{"id":"2512.09908","title":"Bayesian Networks, Markov Networks, Moralisation, Triangulation: a Categorical Perspective","created":"2025-12-10","cited_by_count":0,"area":null}],"next_cursor":null}