Sloman, Sabina J.

5 publications

UAI 2025 Proxy-Informed Bayesian Transfer Learning with Unknown Sources Sabina J. Sloman, Julien Martinelli, Samuel Kaski

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

UAI 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

ICMLW 2023 Bayesian Active Meta-Learning Under Prior Misspecification Sabina J. Sloman, Ayush Bharti, Samuel Kaski

NeurIPSW 2023 Learning Relevant Contextual Variables Within Bayesian Optimization Julien Martinelli, Ayush Bharti, Armi Tiihonen, Louis Filstroff, S. T. John, Sabina J. Sloman, Patrick Rinke, Samuel Kaski