Xingye Qiao

According to our database1, Xingye Qiao authored at least 19 papers between 2011 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Covariance-engaged Classification of Sets via Linear Programming.
CoRR, 2020

Near-optimal Individualized Treatment Recommendations.
CoRR, 2020

2019
Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning.
CoRR, 2019

Towards Run Time Estimation of the Gaussian Chemistry Code for SEAGrid Science Gateway.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Rates of Convergence for Large-scale Nearest Neighbor Classification.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Diverse Exploration via Conjugate Policies for Policy Gradient Methods.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Sparse Fisher's linear discriminant analysis for partially labeled data.
Statistical Analysis and Data Mining, 2018

Learning Confidence Sets using Support Vector Machines.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2015
Flexible high-dimensional classification machines and their asymptotic properties.
J. Mach. Learn. Res., 2015

Significance Analysis of High-Dimensional, Low-Sample Size Partially Labeled Data.
CoRR, 2015

CFQI: Fitted Q-Iteration with Complex Returns.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Improving Approximate Value Iteration with Complex Returns by Bounding.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Nearest Neighbor Classifier with Optimal Stability.
CoRR, 2014

2012
GRNN Ensemble Classifier for Lung Cancer Prognosis Using Only Demographic and TNM features.
Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

PNN/GRNN Ensemble Processor Design for Early Screening of Breast Cancer.
Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

2011
A complex adaptive system using statistical learning theory as an inline preprocess for clinical survival analysis.
Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

A new tool for survival analysis: evolutionary programming/evolutionary strategies (EP/ES) support vector regression hybrid using both censored / non-censored (event) data.
Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Partial Least Squares (PLS) Applied to Medical Bioinformatics.
Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Kernelized partial least squares for feature reduction and classification of gene microarray data.
BMC Syst. Biol., 2011


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