activity
20182025
most citedHigher-order interactions in statistical physics and machine learning: A model-independent solution to the inverse problem at equilibrium

21 citations · 59 across the 6 of their papers we have counts for

collaborators

6 papers

quant-ph2025

The Born Ultimatum: Conditions for Classical Surrogation of Quantum Generative Models with Correlators

Mario Herrero-Gonzalez, Brian Coyle, Kieran McDowall +4

Quantum Circuit Born Machines (QCBMs) are powerful quantum generative models that sample according to the Born rule, with complexity-theoretic evidence suggesting potential quantum…

stat.AP2025★ 1 cited

Semi-parametric efficient estimation of small genetic effects in large-scale population cohorts

Olivier Labayle, Breeshey Roskams-Hieter, Joshua Slaughter +5

Population genetics seeks to quantify DNA variant associations with traits or diseases, as well as interactions among variants and with environmental factors. Computing millions of…

math.AG2020★ 19 cited

The desingularization of the theta divisor of a cubic threefold as a moduli space

Arend Bayer, Sjoerd Beentjes, Soheyla Feyzbakhsh +4

We show that the moduli space of Gieseker stable sheaves on a smooth cubic threefold with Chern character is smooth and of dimensi…

stat.ME2020★ 21 cited

Higher-order interactions in statistical physics and machine learning: A model-independent solution to the inverse problem at equilibrium

Sjoerd Viktor Beentjes, Ava Khamseh

The problem of inferring pair-wise and higher-order interactions in complex systems involving large numbers of interacting variables, from observational data, is fundamental to man…

math.AG2018★ 15 cited

Virtual counts on Quot schemes and the higher rank local DT/PT correspondence

Sjoerd Viktor Beentjes, Andrea T. Ricolfi

We show that the Quot scheme admits a symmetric obstruction theory, and we compute its virtual Euler characteristic. We extend the cal…

math.AG2018★ 3 cited

A proof of the Donaldson-Thomas crepant resolution conjecture

Sjoerd Viktor Beentjes, John Calabrese, Jørgen Vold Rennemo

We prove the crepant resolution conjecture for Donaldson-Thomas invariants of hard Lefschetz CY3 orbifolds, formulated by Bryan-Cadman-Young, interpreting the statement as an equal…