Deep Optimal Sensor Placement for Black Box Stochastic SimulationsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
Adaptive Conditional Quantile Neural ProcessesConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
Learning to Generate Realistic LiDAR Point CloudsEuropean Conference on Computer Vision (ECCV), 2022 |
Energy-Based Models for Functional Data using Path Measure TiltingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Exchangeability-Aware Sum-Product NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 |
SetVAE: Learning Hierarchical Composition for Generative Modeling of
Set-Structured DataComputer Vision and Pattern Recognition (CVPR), 2021 |
Partially Observed Exchangeable ModelingInternational Conference on Machine Learning (ICML), 2021 Yang Li Junier B. Oliva |
Offline Policy Selection under UncertaintyInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |