Yuchao Cai

5 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12)

Venues

ICML (2) JMLR (2) NeurIPS (1)

Top co-authors

Hanfang Yang (5) Yuheng Ma (3) Hanyuan Hang (3) Zhouchen Lin (2) Yiwei Dong (1) Han Zhang (1)

Research topics

Machine Learning (5) Core Methods (5) Optimization & Theory (3) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

convergence rate (2) k-nearest neighbor (2) ensemble learning (1) convex optimization (1) density estimation (1) nearest neighbor (1) gradient boosting (1) ensemble method (1) public data (1) decision tree (1) imbalanced classification (1) expected sub-sample size (1) distance-based method (1) bagging technique (1) auc regret (1) random tree (1) boosted histogram transform (1) unsupervised learning (1) locally differential privacy (1) anomaly detection (1)

Papers

Bagged Regularized k-Distances for Anomaly Detection JMLR 2025 Decision Tree for Locally Private Estimation with Public Data NeurIPS 2023 Extrapolated Random Tree for Regression ICML 2023 Under-bagging Nearest Neighbors for Imbalanced Classification JMLR 2022 Boosted Histogram Transform for Regression ICML 2020