 Latent Bayesian Optimization via Autoregressive Normalizing FlowsInternational Conference on Learning Representations (ICLR), 2025 |
 Unexpected Improvements to Expected Improvement for Bayesian OptimizationNeural Information Processing Systems (NeurIPS), 2023 |
 Robust Gaussian Processes via Relevance PursuitNeural Information Processing Systems (NeurIPS), 2024 |
 Inversion-based Latent Bayesian OptimizationNeural Information Processing Systems (NeurIPS), 2024 |
 MHub: Unlocking the Potential of Machine Learning for Materials
DiscoveryNeural Information Processing Systems (NeurIPS), 2023 |
 ET-AL: Entropy-Targeted Active Learning for Bias Mitigation in Materials
DataApplied Physics Reviews (APR), 2022 |
 Active learning-assisted neutron spectroscopy with log-Gaussian
processesNature Communications (Nat Commun), 2022 |
