Sabina J. Sloman

12 papers A 3B 1Journal 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression. CoRR Luben M. C. Cabezas, Sabina J. Sloman, Bruno M. Resende, Fanyi Wu, Michele Caprio, Rafael Izbicki
2025	J	`jnl`	Epistemic Errors of Imperfect Multitask Learners When Distributions Shift. CoRR Sabina J. Sloman, Michele Caprio, Samuel Kaski
2025	J	`jnl`	Generalization Analysis for Bayesian Optimal Experiment Design under Model Misspecification. CoRR Roubing Tang, Sabina J. Sloman, Samuel Kaski
2025	A	`conf`	Proxy-informed Bayesian transfer learning with unknown sources. UAI Sabina J. Sloman, Julien Martinelli, Samuel Kaski
2025	J	`jnl`	Robust Experimental Design via Generalised Bayesian Inference. CoRR Yasir Zubayr Barlas, Sabina J. Sloman, Samuel Kaski
2024	J	`jnl`	Automating the Practice of Science - Opportunities, Challenges, and Implications. CoRR 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
2024	A	`conf`	Bayesian Active Learning in the Presence of Nuisance Parameters. UAI Sabina J. Sloman, Ayush Bharti, Julien Martinelli, Samuel Kaski
2024	A	`conf`	Learning relevant contextual variables within Bayesian optimization. UAI Julien Martinelli, Ayush Bharti, Armi Tiihonen, S. T. John, Louis Filstroff, Sabina J. Sloman, Patrick Rinke, Samuel Kaski
2024	J	`jnl`	One system for learning and remembering episodes and rules. CoRR Joshua T. S. Hewson, Sabina J. Sloman, Marina Dubova
2024	J	`jnl`	Proxy-informed Bayesian transfer learning with unknown sources. CoRR Sabina J. Sloman, Julien Martinelli, Samuel Kaski
2023	B	`conf`	Excess Capacity Learning. CogSci Marina Dubova, Sabina J. Sloman
2023	J	`jnl`	The Fundamental Dilemma of Bayesian Active Meta-learning. CoRR Sabina J. Sloman, Ayush Bharti, Samuel Kaski