Kevin Han Huang
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
logistic regression
(1)
parameter estimation
(1)
data augmentation
(1)
asymptotic analysis
(1)
exponential family
(1)
cramér-rao bound
(1)
asymptotic variance
(1)
contrastive divergence
(1)
asymptotic risk
(1)
generative model
(1)
neural network solver
(1)
unnormalized model
(1)
parametric rate
(1)
gaussian universality
(1)
variational monte carlo
(1)
diagonal symmetrization
(1)
group averaging
(1)
many-electron schrödinger equation
(1)
post hoc averaging
(1)
block dependence
(1)
Papers
Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
ICML 2025
Universality of High-Dimensional Logistic Regression and a Novel CGMT under Dependence with Applications to Data Augmentation
COLT 2025
Near-Optimality of Contrastive Divergence Algorithms
NeurIPS 2024