Yuheng Ma
8 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
convergence rate
(2)
local differential privacy
(2)
public data
(2)
decision tree
(2)
density estimation
(1)
structure learning
(1)
minimax optimality
(1)
synthetic data generation
(1)
nonparametric regression
(1)
nonparametric classification
(1)
bayesian network
(1)
k-nearest neighbor
(1)
minimax rate
(1)
ensemble method
(1)
generative adversarial network
(1)
minimax convergence rate
(1)
classification tree
(1)
distance-based method
(1)
bagging technique
(1)
auc regret
(1)
Papers
PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure
AAAI 2026
ALTER: Augmentation for Large-Table-Based Reasoning
NAACL 2025
Bagged Regularized k-Distances for Anomaly Detection
JMLR 2025
Locally Private Estimation with Public Features
AISTATS 2025
Better Locally Private Sparse Estimation Given Multiple Samples Per User
ICML 2024
Optimal Locally Private Nonparametric Classification with Public Data
JMLR 2024
Decision Tree for Locally Private Estimation with Public Data
NeurIPS 2023
Extrapolated Random Tree for Regression
ICML 2023