Qiang Liu

Assistant Professor of Computer Science

Personal Website
Sudikoff 209
HB 6211
Department:
Computer Science
Education:
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).