Hua Ouyang

Bo-Hui Tang, Basanta Shrestha, Zhao-Liang Li, Gaohuan Liu, Hua Ouyang, Deo Raj Gurung, Amarnath Giriraj, Khun San Aung: Determination of snow cover from MODIS data for the Tibetan Plateau region. Int. J. Applied Earth Observation and Geoinformation 21: 356-365 (2013)

Hua Ouyang, Ian R. Petersen, Valery A. Ugrinovskii: Stability analysis and state feedback stabilization of pendulum-like systems with multiple nonlinearities. Automatica 48(9): 2235-2243 (2012)

Hua Ouyang, Ian R. Petersen, Valery A. Ugrinovskii: Lagrange Stabilization of Pendulum-Like Systems: A Pseudo H_∞ Control Approach. IEEE Trans. Automat. Contr. 57(3): 649-662 (2012)

Hua Ouyang, Alexander G. Gray: Stochastic Smoothing for Nonsmooth Minimizations: Accelerating SGD by Exploiting Structure. ICML 2012

Hua Ouyang, Alexander G. Gray: NASA: achieving lower regrets and faster rates via adaptive stepsizes. KDD 2012: 159-167

Hua Ouyang, Alexander G. Gray: Stochastic Smoothing for Nonsmooth Minimizations: Accelerating SGD by Exploiting Structure. CoRR abs/1205.4481 (2012)

Hua Ouyang, Niao He, Alexander G. Gray: Stochastic ADMM for Nonsmooth Optimization. CoRR abs/1211.0632 (2012)

Hua Ouyang, Alexander G. Gray: Data-Distributed Weighted Majority and Online Mirror Descent. CoRR abs/1105.2274 (2011)

Hua Ouyang, Ian R. Petersen, Valery A. Ugrinovskii: Lagrange Stabilization of Pendulum-like Systems: A Pseudo H-infinity Control Approach. CoRR abs/1107.5615 (2011)

Hua Ouyang, Alexander G. Gray: Stochastic Mirror Descent Algorithm for L1-Regularized Risk Minimizations. CIT 2010: 1241-1245

Bo-Hui Tang, Basanta Shrestha, Zhao-Liang Li, Gaohuan Liu, Hua Ouyang, Deo Raj Gurung, Amarnath Giriraj, Khun San Aung: Improvement of MODIS snow cover algorithm for the Hindu Kush-Himalayan region. IGARSS 2010: 1737-1740

Hua Ouyang, Alexander G. Gray: Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs. SDM 2010: 245-256

Matthew L. Hill, Gang Hua, Apostol Natsev, John R. Smith, Lexing Xie, Bert Huang, Michele Merler, Hua Ouyang, Mingyuan Zhou: IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System. TRECVID 2010

Rajesh Narasimha, Hua Ouyang, Alexander G. Gray, Steven W. McLaughlin, Sriram Subramaniam: Automatic joint classification and segmentation of whole cell 3D images. Pattern Recognition 42(6): 1067-1079 (2009)

Hua Ouyang, Ian R. Petersen, Valery A. Ugrinovskii: A pseudo-H_infinity control theory and its application to the control of pendulum-like nonlinear systems. CDC 2009: 2125-2131

Parikshit Ram, Dongryeol Lee, Hua Ouyang, Alexander G. Gray: Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions. NIPS 2009: 1536-1544

Hua Ouyang, Alexander G. Gray: Learning dissimilarities by ranking: from SDP to QP. ICML 2008: 728-735

Chunmei Wang, Hua Ouyang, Bin Shao, Virginia Maclaren, Yuqiang Tian: Assessment of the sustainability of grain for Green in Northeast China. IGARSS 2005: 5695-5698