Xingye Qiao
12 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25)
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(64)
Top co-authors
Research topics
Machine Learning
(12)
Core Methods
(9)
Learning Types Β· Machine Learning
(6)
Optimization & Theory
(6)
Artificial Intelligence
(4)
Core AI
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods
(1)
Keywords
distributed learning
(3)
support vector machine
(2)
convergence rate
(2)
majority voting
(2)
causal inference
(2)
conformal prediction
(2)
transfer learning
(1)
binary classification
(1)
stochastic gradient descent
(1)
conjugate policies
(1)
quantile regression
(1)
kernel learning
(1)
high-dimensional statistics
(1)
large margin classification
(1)
diverse exploration
(1)
covariate shift
(1)
nearest neighbor
(1)
policy gradient
(1)
asymptotic analysis
(1)
empirical risk minimization
(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
A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding
NeurIPS 2024
Efficient Online Set-valued Classification with Bandit Feedback
ICML 2024
Set-valued Classification with Out-of-distribution Detection for Many Classes
JMLR 2023
Mutual Transfer Learning for Massive Data
ICML 2020
Near-optimal Individualized Treatment Recommendations
JMLR 2020
Statistical Guarantees of Distributed Nearest Neighbor Classification
NeurIPS 2020
Diverse Exploration via Conjugate Policies for Policy Gradient Methods
AAAI 2019
Rates of Convergence for Large-scale Nearest Neighbor Classification
NeurIPS 2019
Learning Confidence Sets using Support Vector Machines
NeurIPS 2018
Flexible High-Dimensional Classification Machines and Their Asymptotic Properties
JMLR 2015