Hanfang Yang
10 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(19)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(8)
Learning Types
(4)
Optimization & Theory
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Security & Privacy
(2)
Learning Paradigms
(2)
Privacy
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Differential Privacy
(1)
Keywords
convergence rate
(3)
k-nearest neighbor
(2)
local differential privacy
(2)
public data
(2)
decision tree
(2)
density estimation
(1)
minimax optimality
(1)
nearest neighbor
(1)
nonparametric regression
(1)
gradient boosting
(1)
news recommendation
(1)
nonparametric classification
(1)
minimax rate
(1)
ensemble method
(1)
imbalanced classification
(1)
gradient conflict
(1)
expected sub-sample size
(1)
minimax convergence rate
(1)
classification tree
(1)
distance-based method
(1)
Papers
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
MTRec: Multi-Task Learning over BERT for News Recommendation
ACL 2022
Under-bagging Nearest Neighbors for Imbalanced Classification
JMLR 2022
Boosted Histogram Transform for Regression
ICML 2020