Yuting Ng
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Unstoppable · Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(5)
Deep Learning
(4)
Mathematics & Optimization
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Architectures
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Mathematics
(2)
Methods
(2)
Probability
(2)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
extreme value theory
(3)
multivariate distribution
(2)
time series
(2)
generative model
(2)
point process
(2)
diffusion process
(2)
parameter inference
(1)
distribution shift
(1)
nonparametric inference
(1)
distributionally robust optimization
(1)
generalization bound
(1)
latent variable
(1)
inference algorithm
(1)
spike train
(1)
stochastic differential equation
(1)
sampling algorithm
(1)
mckean-vlasov process
(1)
particle system
(1)
tail dependence
(1)
conditional value at risk
(1)
Papers
Learning Max-Stable Representations that Extrapolate
UAI 2026
Elliptic Loss Regularization
ICLR 2025
Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions
UAI 2024
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes
AISTATS 2024
Inference and sampling of point processes from diffusion excursions
UAI 2023
Inference and Sampling for Archimax Copulas
NeurIPS 2022
Modeling extremes with d-max-decreasing neural networks
UAI 2022
Generative Archimedean copulas
UAI 2021