Hanyuan Hang
11 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Cross-Pollinator (14) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(7)
π
Keyword Champion
(2)
π
Trend Setter
π
Century Club
(11)
Conferences
JMLR (5)
ICML (4)
ICLR (2)
Top co-authors
Keywords
convergence rate
(4)
anomaly detection
(3)
ensemble learning
(3)
density estimation
(3)
unsupervised learning
(3)
gradient boosting
(2)
k-nearest neighbor
(2)
nearest neighbor
(1)
kernel density estimation
(1)
nonparametric density estimation
(1)
large-scale regression
(1)
support vector machine
(1)
dynamical system
(1)
convex optimization
(1)
loss function
(1)
imbalanced classification
(1)
random forest
(1)
histogram transform
(1)
ensemble predictor
(1)
random affine mapping
(1)
Papers
Bagged k-Distance for Mode-Based Clustering Using the Probability of Localized Level Sets
JMLR 2025
Optimal Learning of Kernel Logistic Regression for Complex Classification Scenarios
ICLR 2025
Bagged Regularized k-Distances for Anomaly Detection
JMLR 2025
Class Probability Matching with Calibrated Networks for Label Shift Adaption
ICLR 2024
Under-bagging Nearest Neighbors for Imbalanced Classification
JMLR 2022
Random Forest Density Estimation
ICML 2022
Histogram Transform Ensembles for Large-scale Regression
JMLR 2021
Leveraged Weighted Loss for Partial Label Learning
ICML 2021
GBHT: Gradient Boosting Histogram Transform for Density Estimation
ICML 2021
Boosted Histogram Transform for Regression
ICML 2020
Kernel Density Estimation for Dynamical Systems
JMLR 2018