activity
20142021
most citedDisintegration and Bayesian Inversion via String Diagrams

104 citations · 160 across the 8 of their papers we have counts for

collaborators

9 papers

cs.LG2021★ 1 cited

Control-Data Separation and Logical Condition Propagation for Efficient Inference on Probabilistic Programs

Ichiro Hasuo, Yuichiro Oyabu, Clovis Eberhart +3

We present a novel sampling framework for probabilistic programs. The framework combines two recent ideas -- \emph{control-data separation} and \emph{logical condition propagation}…

math.CT2020★ 1 cited

Dichotomy between Deterministic and Probabilistic Models in Countably Additive Effectus Theory

Kenta Cho, Bas Westerbaan, John van de Wetering

Effectus theory is a relatively new approach to categorical logic that can be seen as an abstract form of generalized probabilistic theories (GPTs). While the scalars of a GPT are…

quant-ph2019★ 4 cited

Effectuses in Categorical Quantum Foundations

Kenta Cho

This thesis develops the theory of effectuses as a categorical axiomatic approach to quantum theory. It provides a comprehensive introduction to effectus theory and reveals its con…

cs.AI2017★ 104 cited

Disintegration and Bayesian Inversion via String Diagrams

Kenta Cho, Bart Jacobs

The notions of disintegration and Bayesian inversion are fundamental in conditional probability theory. They produce channels, as conditional probabilities, from a joint state, or…

cs.LO2016★ 13 cited

Von Neumann Algebras form a Model for the Quantum Lambda Calculus

Kenta Cho, Abraham Westerbaan

We present a model of Selinger and Valiron's quantum lambda calculus based on von Neumann algebras, and show that the model is adequate with respect to the operational semantics.

cs.LO2015

An Introduction to Effectus Theory

Kenta Cho, Bart Jacobs, Bas Westerbaan +1

Effectus theory is a new branch of categorical logic that aims to capture the essentials of quantum logic, with probabilistic and Boolean logic as special cases. Predicates in effe…

cs.LO2015★ 15 cited

Quotient-Comprehension Chains

Kenta Cho, Bart Jacobs, Bas Westerbaan +1

Quotients and comprehension are fundamental mathematical constructions that can be described via adjunctions in categorical logic. This paper reveals that quotients and comprehensi…

cs.LO2015★ 6 cited

Total and Partial Computation in Categorical Quantum Foundations

Kenta Cho

This paper uncovers the fundamental relationship between total and partial computation in the form of an equivalence of certain categories. This equivalence involves on the one han…

cs.LO2014★ 16 cited

Semantics for a Quantum Programming Language by Operator Algebras

Kenta Cho

This paper presents a novel semantics for a quantum programming language by operator algebras, which are known to give a formulation for quantum theory that is alternative to the o…