Yuting Ng
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
UAI (4)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
diffusion process
(2)
generative model
(2)
multivariate distribution
(2)
probability distribution
(1)
point process
(1)
parameter inference
(1)
latent variable
(1)
inference algorithm
(1)
spike train
(1)
stochastic differential equation
(1)
sampling algorithm
(1)
non-parametric estimation
(1)
mckean-vlasov process
(1)
particle system
(1)
tail dependence
(1)
extreme value theory
(1)
neural network
(1)
non-parametric inference
(1)
particle density
(1)
archimax copula
(1)
Papers
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
NIPS 2022
Modeling extremes with $d$-max-decreasing neural networks
UAI 2022
Generative Archimedean copulas
UAI 2021