Xingye Qiao
12 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(10)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(4)
🗃️
Keyword Collector
(53)
💎
Century Club
(12)
🚀
Conference Pioneer
Conferences
NIPS (4)
JMLR (3)
AAAI (2)
ICML (2)
AISTATS (1)
Top co-authors
Keywords
distributed learning
(3)
convergence rate
(2)
causal inference
(2)
majority voting
(2)
support vector machine
(2)
diverse exploration
(1)
policy gradient
(1)
statistical inference
(1)
high-dimensional statistics
(1)
kernel learning
(1)
empirical risk minimization
(1)
asymptotic analysis
(1)
nearest neighbor
(1)
quantile regression
(1)
domain adaptation
(1)
nearest neighbor classification
(1)
excess risk
(1)
weighted classification
(1)
conditional density
(1)
multi-class classification
(1)
Papers
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates
AAAI 2025
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift
AISTATS 2025
Efficient Online Set-valued Classification with Bandit Feedback
ICML 2024
A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding
NIPS 2024
Set-valued Classification with Out-of-distribution Detection for Many Classes
JMLR 2023
Statistical Guarantees of Distributed Nearest Neighbor Classification
NIPS 2020
Near-optimal Individualized Treatment Recommendations
JMLR 2020
Mutual Transfer Learning for Massive Data
ICML 2020
Rates of Convergence for Large-scale Nearest Neighbor Classification
NIPS 2019
Diverse Exploration via Conjugate Policies for Policy Gradient Methods
AAAI 2019
Learning Confidence Sets using Support Vector Machines
NIPS 2018
Flexible High-Dimensional Classification Machines and Their Asymptotic Properties
JMLR 2015