Shirley Ho
9 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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(29)
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Conferences
NIPS (5)
ICML (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
spatiotemporal system
(2)
surrogate model
(2)
transfer learning
(2)
image classification
(1)
multimodal learning
(1)
supervised learning
(1)
density estimation
(1)
deep learning
(1)
remote sensing
(1)
gaussian process
(1)
time series
(1)
nonparametric regression
(1)
bayesian model selection
(1)
risk bound
(1)
inductive bia
(1)
multi-modal learning
(1)
foundation model
(1)
fluid dynamics
(1)
time-series prediction
(1)
representation learning
(1)
Papers
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
NIPS 2024
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data
NIPS 2024
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
NIPS 2024
Learned Simulators for Turbulence
ICLR 2022
Discovering Symbolic Models from Deep Learning with Inductive Biases
NIPS 2020
Estimating Cosmological Parameters from the Dark Matter Distribution
ICML 2016
Fast Function to Function Regression
AISTATS 2015
Finding Galaxies in the Shadows of Quasars with Gaussian Processes
ICML 2015
Optimal Ridge Detection using Coverage Risk
NIPS 2015