Rose Yu

17

Papers

29

Total Citations

Papers (17)

Copula Conformal prediction for multi-step time series prediction

Latent Space Symmetry Discovery

Discovering Mixtures of Structural Causal Models from Time Series Data

Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling

Conformal Prediction for Time-series Forecasting with Change Points

Automatic Symmetry Discovery with Lie Algebra Convolutional Network

Symmetry Teleportation for Accelerated Optimization

Meta-Learning Dynamics Forecasting Using Task Inference

ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation

DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

Automatic Integration for Spatiotemporal Neural Point Processes

Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams

Learning from Multiway Data: Simple and Efficient Tensor Regression

NAOMI: Non-Autoregressive Multiresolution Sequence Imputation

Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology

Deep Imitation Learning for Bimanual Robotic Manipulation

Learning Disentangled Representations of Videos with Missing Data