| Ping Li
Department of Statistical Science
Faculty of Computing and Information Science
pingli [att] cornell [dot] edu
1192 Comstock Hall, (1 607) 255 9813
Ping Li and Cun-Hui Zhang |
Exact Sparse Recovery with L0 Projections
2011 Microsoft Research Award Certificate|
2010 Prize in Yahoo! Learning to Rank Grand Challenge
2008 Google Research Award
|Ph.D. in Statistics, Master in Electrical Engineering, Master in Computer Science, Stanford University.|
|Machine Learning, Randomized Algorithms for Large Data Sets|
|Srping 2012 Categorical Data|
|Fall 2008, Fall 2009 Theory of Probability|
|Spring 2009, Spring 2010, Theory of Statistics|
|Spring 2008, Spring 2009, Statistical Computing|
|Fall 2012, Computationally Intensive Statistical Methods|
Ping Li, Art Owen, and Cun-Hui Zhang |
One Permutation Hashing
Neural Information Processing Systems (NIPS), 2012.
Ping Li, Anshumali Shrivastava, Joshua Moore, and Christian Konig |
Hashing Algorithms for Large-Scale Learning,
Neural Information Processing Systems (NIPS), 2011.
Ping Li and Christian Konig|
Theory and Applications of b-Bit Minwise Hashing,
Research Hightlights, Communications of the ACM, 2011. (Previous version apeared in WWW 2010)
Ping Li, |
Robust LogitBoost and Adaptive Base Class (ABC) LogitBoost,
Uncertainty on Artificial Intelligence (UAI), 2010.
ABC-Boost: Adaptive Base Class Boost for Multi-class Classification,
International Conference on Machine Learning (ICML), 2009.
ACM-SIAM Symposium on Discrete Algorithms (SODA), 2009.
Ping Li, Chris Burges, and Qiang Wu
McRank: Learning to Rank Using Multiple Classifications and Gradient Boosting,
Neural Information Processing Systems (NIPS), 2007
Ping Li and Kenneth W. Church,
A sketch algorithm for estimating two-way and multi-way associations,
Computational Linguistics 33(3), 305-354, 2007
Ping Li, Debashis Paul, Ravi Narasimhan and John Cioffi,
On the distribution of SINR for the MMSE MIMO receiver and performance analysis,
IEEE Transactions on Information Theory, 52:1, 271-286, 2006.
Ping Li, Sandy Napel, Burak Acar, David S. Paik, R. Brooke Jeffrey Jr and Christopher F. Beaulieu,
Registration of central paths and colonic polyps between supine and prone scans in computed tomography colonography: Pilot study,
Medical Physics, 31, 2912-2923, 2004.