Duan, J., Qiao, X., and Cheng, G. (2022), “Enhanced Nearest Neighbor Classification for Crowdsourcing”. [arXiv]
Cohen, A., Yu, L., Qiao, X., and Tong, X., “Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning”. [PDF][arXiv]
Publications
Zhang, X. and Qiao, X. (2024), “A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding,” accepted to Advances in Neural Information Processing Systems.
Cheng, C.W., Qiao, X., and Cheng, G. (2020), “Mutual Transfer Learning for Massive Data,” In Proceedings of the Thirty-seventh International Conference on Machine Learning, 119, pp. 1800–1809. [PDF]
Barrett, J., Meng, H., Chen, S., Zhao, L., Alsop, D., Qiao, X., Dai, W. (2018), “Resting-state Brain Networks using Spectral Clustering Analysis,” Joint Annual Meeting ISMRM-ESMRMB 2018, Paris, France, June, 2018, In Proceedings of the International Society for Magnetic Resonance in Medicine, 26, 2746. [PDF]
Vargason, T.J., Cohn, J., Rios, D., Schultz, O., Cleary, J., Lau, D., Land, W., Schaffer, D., Li, Y., Chou, C.A., Syouri, S., Sidhu, J., Nelson, M., and Qiao, X. (2016), “A Clinical Decision Support System for Malignant Pleural Effusion Analysis,” 2016 Industrial and Systems Engineering Research Conference/IIE Annual Conference & Expo 2016, At Anaheim, CA, USA. [PDF][ORB]
Wright, R., Qiao, X., Loscalzo, S., and Yu, L. (2015), “CFQI: Fitted Q-Iteration with Complex Returns,” in Proceedings of the Fourteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS-15), pp. 163–170 (full paper), Istanbul, Turkey, May 2015. [PDF]
Land, W.H., Jr., Ford, W., Park, J.W., Mathur, R., Hotchkiss, N., Heine, J., Eschrich, S., Qiao, X. and Yeatman, T. (2011), “Partial Least Squares (PLS) Applied to Medical Bioinformatics,” In Cihan H. Dagli, Sue Turner, and Latesha Zach, editors, Procedia Computer Science, volume 6 of Complex Adaptive Systems, pp. 273–278. [PDF]