Qiang Liu

Assistant Professor of Computer Science

Personal Website
Sudikoff 209
HB 6211
Computer Science
PhD, University of California at Irvine
B.S. Beihang University

Selected Publications

Liu, Q., Peng, J., Ihler A., & Fisher III, J. (2015); Estimating the Partition Function by Discriminance Sampling. In Proceedings of Uncertainty in Artificial Intelligence (UAI) 2015.

Zhou, D., Liu, Q., Platt, J., & Meek, C. (2014). Aggregating ordinal labels from crowds by minimax conditional entropy. In Proceedings of the 31st International Conference on Machine Learning (ICML-14) (pp. 262-270).

Liu, Q., & Ihler, A. (2013). Variational algorithms for marginal MAP. The Journal of Machine Learning Research, 14(1), 3165-3200.

Liu, Q., Peng, J., & Ihler, A. T. (2012). Variational inference for crowdsourcing. In Advances in Neural Information Processing Systems (pp. 692-700).

Liu, Q., & Ihler, A. (2012). Distributed parameter estimation via pseudo-likelihood. In International Conference on Machine Learning (ICML) 2012.

Liu, Q., & Ihler, A. T. (2011). Learning scale free networks by reweighted l1 regularization. In International Conference on Artificial Intelligence and Statistics (pp. 40-48).