Automated Constitutive Model Discovery by Pairing Sparse Regression Algorithms with Model Selection CriteriaComputer Methods in Applied Mechanics and Engineering (CMAME), 2025 |
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025 |
Jet Image Tagging Using Deep Learning: An Ensemble ModelJournal of Instrumentation (JINST), 2025 |
Vertical Validation: Evaluating Implicit Generative Models for Graphs on
Thin Support RegionsConference on Uncertainty in Artificial Intelligence (UAI), 2024 |
Automatic cross-validation in structured models: Is it time to leave out
leave-one-out?Spatial Statistics (Spat. Stat.), 2023 |
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression
via Expectation MaximizationNeural Information Processing Systems (NeurIPS), 2023 |