Sabina Sloman

According to our database, Sabina Sloman authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Generalization Analysis for Bayesian Optimal Experiment Design under Model Misspecification.

Roubing Tang, Sabina J. Sloman, Samuel Kaski

CoRR, June, 2025

Epistemic Errors of Imperfect Multitask Learners When Distributions Shift.

Sabina J. Sloman, Michele Caprio, Samuel Kaski

CoRR, May, 2025

Proxy-informed Bayesian transfer learning with unknown sources.

Sabina J. Sloman, Julien Martinelli, Samuel Kaski

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

Automating the Practice of Science - Opportunities, Challenges, and Implications.

Sebastian Musslick, Laura Bartlett, Suyog H. Chandramouli, Marina Dubova, Fernand Gobet, Thomas L. Griffiths, Jessica Hullman, Ross D. King, J. Nathan Kutz, Christopher G. Lucas, Suhas Mahesh, Franco Pestilli, Sabina J. Sloman, William R. Holmes

CoRR, 2024

One system for learning and remembering episodes and rules.

Joshua T. S. Hewson, Sabina J. Sloman, Marina Dubova

CoRR, 2024

Bayesian Active Learning in the Presence of Nuisance Parameters.

Sabina J. Sloman, Ayush Bharti, Julien Martinelli, Samuel Kaski

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Learning relevant contextual variables within Bayesian optimization.

Julien Martinelli, Ayush Bharti, Armi Tiihonen, S. T. John, Louis Filstroff, Sabina J. Sloman, Patrick Rinke, Samuel Kaski

Proceedings of the Uncertainty in Artificial Intelligence, 2024

2023

The Fundamental Dilemma of Bayesian Active Meta-learning.

Sabina J. Sloman, Ayush Bharti, Samuel Kaski

CoRR, 2023

Cost-aware learning of relevant contextual variables within Bayesian optimization.

Julien Martinelli, Ayush Bharti, S. T. John, Armi Tiihonen, Sabina Sloman, Louis Filstroff, Samuel Kaski

CoRR, 2023

Excess Capacity Learning.

Marina Dubova, Sabina J. Sloman

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2021

A Social Interpolation Model of Group Problem-Solving.

Sabina Sloman, Robert L. Goldstone, Cleotilde Gonzalez

Cogn. Sci., 2021

2020

You Take the High Road, and I'll Take the Low Road: Evaluating the Topological Consistency of Cognitive Models.

Sabina Sloman, Daniel M. Oppenheimer

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Diagnosing pervasive issues with parameter estimation.

Sabina Sloman, Stephen Broomell, Timothy Kusuma

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Complex exploration dynamics from simple heuristics in a collective learning environment.

Sabina Sloman, Robert L. Goldstone, Cleotilde Gonzalez

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Consequential Consensus: A Decade of Online Discourse about Same-sex Marriage.

Babak Hemmatian, Sabina Sloman, Uriel CohenPriva, Steven A. Sloman

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019