Consequential Consensus: A Decade of Online Discourse about Same-sex Marriage. - Babak Hemmatian; Sabina Sloman; Uriel CohenPriva; Steven A. Sloman (CogSci, 2019)

Complex exploration dynamics from simple heuristics in a collective learning environment. - Sabina Sloman; Robert L. Goldstone; Cleotilde Gonzalez (CogSci, 2019)

Diagnosing pervasive issues with parameter estimation. - Sabina Sloman; Stephen Broomell; Timothy Kusuma (CogSci, 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 (CogSci, 2020)

A Social Interpolation Model of Group Problem-Solving. - Sabina Sloman; Robert L. Goldstone; Cleotilde Gonzalez (Cogn. Sci., 2021)

Excess Capacity Learning. - Marina Dubova; Sabina J. Sloman (CogSci, 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)

The Fundamental Dilemma of Bayesian Active Meta-learning. - Sabina J. Sloman; Ayush Bharti; Samuel Kaski (CoRR, 2023)

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 (UAI, 2024)

Bayesian Active Learning in the Presence of Nuisance Parameters. - Sabina J. Sloman; Ayush Bharti; Julien Martinelli; Samuel Kaski (UAI, 2024)

One system for learning and remembering episodes and rules. - Joshua T. S. Hewson; Sabina J. Sloman; Marina Dubova (CoRR, 2024)

Automating the Practice of Science - Opportunities, Challenges, and Implications. - Sebastian Musslick; Laura Bartlett; Suyog H. Chandramouli; Marina Dubova; Fernand Gobet; Thomas L. Griffiths 001; Jessica Hullman; Ross D. King; J. Nathan Kutz; Christopher G. Lucas; Suhas Mahesh; Franco Pestilli; et al. (CoRR, 2024)

Proxy-informed Bayesian transfer learning with unknown sources. - Sabina J. Sloman; Julien Martinelli; Samuel Kaski (UAI, 2025)

Epistemic Errors of Imperfect Multitask Learners When Distributions Shift. - Sabina J. Sloman; Michele Caprio; Samuel Kaski (CoRR, 2025)

Generalization Analysis for Bayesian Optimal Experiment Design under Model Misspecification. - Roubing Tang; Sabina J. Sloman; Samuel Kaski (CoRR, 2025)