Differential efficacy of genetically swapping gal4
Published in Journal of Neurogenetics, 2019
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portfolio
publications
Safe Active Learning for Multi-Output Gaussian Processes
Published in International Conference on Artificial Intelligence and Statistics, 2022
Learning how to safely explore dynamic systems
Published in ICML Workshop: Adaptive Experimental Design and Active Learning in the Real World, 2022
Amortized Active Learning for Nonparametric Functions
Published in ECML-PKDD Workshop: Interactive Adaptive Learning, 2024
Global Safe Sequential Learning via Efficient Knowledge Transfer
Published in Transactions on Machine Learning Research, 2025
Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions
Published in preprint, 2025