Sabina J. Sloman
- Automating the Practice of Science -- Opportunities, Challenges, and Implications
2024/08/27 by Sebastian Musslick, Musslick, Sebastian, Laura Bartlett +24 · 13 citations
Medicine · #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Health and Medical Research Impacts #Physics and Society (physics.soc-ph)
- Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony
2025/01/27 by Marina Dubova, Suyog Chandramouli, Gerd Gigerenzer +12 · 2 voices · 11 citations
Computer Science · Decision Sciences · #Data Visualization and Analytics #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
- Bayesian Active Learning in the Presence of Nuisance Parameters
2023/10/23 by Sabina J. Sloman, Ayush Bharti, Sloman, Sabina J. +3 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Characterizing the robustness of Bayesian adaptive experimental designs to active learning bias
2022/05/27 by Sabina J. Sloman, Daniel M. Oppenheimer, Sloman, Sabina J. +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Decision Sciences · #Analytical Chemistry and Chromatography #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Optimal Experimental Design Methods #Receptor Mechanisms and Signaling