Si, Phillip

4 publications

ICLR 2026 LD-EnSF: Synergizing Latent Dynamics with Ensemble Score Filters for Fast Data Assimilation with Sparse Observations Pengpeng Xiao, Phillip Si, Peng Chen

ICLR 2025 Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data Phillip Si, Peng Chen

ICML 2023 Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows Phillip Si, Zeyi Chen, Subham Sekhar Sahoo, Yair Schiff, Volodymyr Kuleshov

ICLR 2022 Autoregressive Quantile Flows for Predictive Uncertainty Estimation Phillip Si, Allan Bishop, Volodymyr Kuleshov