 Sparse Gaussian Neural ProcessesSymposium on Advances in Approximate Bayesian Inference (AABI), 2025 |
PABBO: Preferential Amortized Black-Box OptimizationInternational Conference on Learning Representations (ICLR), 2025 |
 Dimension Agnostic Neural ProcessesInternational Conference on Learning Representations (ICLR), 2025 |
 Amortized Bayesian Experimental Design for Decision-MakingNeural Information Processing Systems (NeurIPS), 2024 |
 Amortized Probabilistic Conditioning for Optimization, Simulation and InferenceInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
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 Episodic Multi-Task Learning with Heterogeneous Neural ProcessesNeural Information Processing Systems (NeurIPS), 2023 |
 Practical Equivariances via Relational Conditional Neural ProcessesNeural Information Processing Systems (NeurIPS), 2023 |
 Adaptive Conditional Quantile Neural ProcessesConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
 Autoregressive Conditional Neural ProcessesInternational Conference on Learning Representations (ICLR), 2023 |
 Random Grid Neural Processes for Parametric Partial Differential
EquationsInternational Conference on Machine Learning (ICML), 2023 |
 ClimaX: A foundation model for weather and climateInternational Conference on Machine Learning (ICML), 2023 |
 Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016 |
