On scientific discovery with machine learning: what is “strong” novelty?
Talk, Machine Learning meets Scientific Understanding Workshop, Technische Universität Dortmund, Dortmund, Germany
Talks and presentations
Beyond conceptual change: towards a mid-level theory of strong novelty for ML-enabled science
Talk, Epistemology and Theory of Machine Learning Workshop, Munich Center for Mathematical Philosophy, Munich, Germany
On Values in Fairness Optimization with Machine Learning
Conference proceedings talk, Philosophy of Science Association Biennial Meeting, New Orleans, LA
Creative and non-creative outcomes in scientific discovery with human-computer collaboration: what can we learn from machine learning predictions?
talk, Machine Discovery and Creation: an interdisciplinary workshop on AI in science and creative applications, Hannover, Germany (Online)
Machine-Led Exploratory Experiment in Astrophysics
Talk, Philosophy of Science Association Biennial Meeting, Pittsburgh, PA
A Transferrable Conceptual Toolbox for Characterizing Novelty with Machine-Led Exploratory Experiments
Talk, Philosophy of Science Meets Machine Learning (PhilML), Tübingen, Germany
Representation without Constraint: A Critique of Poldrack’s Account of Object Detection Using Artificial Neural Networks
Talk, Rotman Graduate Student Conference, London, Ontario
Tactical Clinical Text Mining for Improved Patient Characterization
Conference proceedings talk, IEEE International Congress on Big Data, Anchorage, AK
Evaluation of the Fluence Complexity, Solution Quality, and Run Efficiency Produced by Five Fluence Parameterizations Implemented in PARETO Multiobjective Radiotherapy Treatment Planning Software
Conference proceedings talk, 54th Annual Meeting of the Canadian Organization of Medical Physicists and the Canadian College of Physicists in Medicine, Halifax, NS
Investigation of Fluence Parameterization Methods for PARETO Multi‐Objective Radiation Therapy Treatment Planning Software
Conference proceedings talk, Joint AAPM/COMP Meeting, Vancouver, BC