Kaitlin Gili

According to our database, Kaitlin Gili authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Locating acts of mechanistic reasoning in student team conversations with mechanistic machine learning.

Kaitlin Gili, Mainak Nistala, Kristen Wendell, Michael C. Hughes

CoRR, April, 2026

2025

Using machine learning to measure evidence of students' sensemaking in physics courses.

Kaitlin Gili, Kyle Heuton, Astha Shah, Michael C. Hughes

CoRR, March, 2025

Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models.

Michael T. Wojnowicz, Kaitlin Gili, Preetish Rath, Eric L. Miller, Jeffrey Miller, Clifford Hancock, Meghan O'Donovan, Seth Elkin-Frankston, Tad Brunyé, Michael C. Hughes

Trans. Mach. Learn. Res., 2025

2024

An inductive bias from quantum mechanics: learning order effects with non-commuting measurements.

Kaitlin Gili, Guillermo Alonso, Maria Schuld

Quantum Mach. Intell., December, 2024

2023

Generative Modeling with Quantum Neurons.

Kaitlin Gili, Rohan S. Kumar, Mykolas Sveistrys, C. J. Ballance

CoRR, 2023

2022

Do Quantum Circuit Born Machines Generalize?

Kaitlin Gili, Mohamed Hibat-Allah, Marta Mauri, Chris Ballance, Alejandro Perdomo-Ortiz

CoRR, 2022

Introducing Non-Linearity into Quantum Generative Models.

Kaitlin Gili, Mykolas Sveistrys, Chris Ballance

CoRR, 2022

Evaluating Generalization in Classical and Quantum Generative Models.

Kaitlin Gili, Marta Mauri, Alejandro Perdomo-Ortiz

CoRR, 2022

2021

Long-time simulations with high fidelity on quantum hardware.

Joe Gibbs, Kaitlin Gili, Zoë Holmes, Benjamin Commeau, Andrew Arrasmith, Lukasz Cincio, Patrick J. Coles, Andrew T. Sornborger

CoRR, 2021

2020

Quantum unsupervised and supervised learning on superconducting processors.

Abhijat Sarma, Rupak Chatterjee, Kaitlin Gili, Ting Yu

Quantum Inf. Comput., 2020