| Online Alternating Direction Method H Wang, A Banerjee International Conference on Machine Learning, 2012 | 231* | 2012 |
| Bregman alternating direction method of multipliers H Wang, A Banerjee Advances in Neural Information Processing Systems 27, 2014 | 176 | 2014 |
| Machine learning for predicting locations of objects perceived by autonomous vehicles GC Haynes, I Dewancker, N Djuric, TK Huang, T Lan, TH Lin, ... US Patent 10,579,063, 2020 | 113 | 2020 |
| Online l1-dictionary learning with application to novel document detection S Kasiviswanathan, H Wang, A Banerjee, P Melville Advances in neural information processing systems 25, 2012 | 67 | 2012 |
| Parallel direction method of multipliers H Wang, A Banerjee, ZQ Luo Advances in Neural Information Processing Systems 27, 2014 | 53 | 2014 |
| Multixnet: Multiclass multistage multimodal motion prediction N Djuric, H Cui, Z Su, S Wu, H Wang, FC Chou, L San Martin, S Feng, ... 2021 IEEE Intelligent Vehicles Symposium (IV), 435-442, 2021 | 47 | 2021 |
| Large scale distributed sparse precision estimation H Wang, A Banerjee, CJ Hsieh, PK Ravikumar, IS Dhillon Advances in neural information processing systems 26, 2013 | 45 | 2013 |
| Randomized block coordinate descent for online and stochastic optimization H Wang, A Banerjee arXiv preprint arXiv:1407.0107, 2014 | 39 | 2014 |
| Bethe-ADMM for tree decomposition based parallel MAP inference Q Fu, H Wang, A Banerjee Uncertainty in Artificial Intelligence, 2013 | 35 | 2013 |
| Maximum variance projections for face recognition T Zhang, J Yang, H Wang, C Du, D Zhao Optical engineering 46 (6), 067206-067206-8, 2007 | 33 | 2007 |
| Gaussian Copula Precision Estimation with Missing Values. H Wang, F Fazayeli, S Chatterjee, A Banerjee, K Steinhauser, A Ganguly, ... International Conference on Artificial Intelligence and Statistics, 978-986, 2014 | 26 | 2014 |
| Common component analysis for multiple covariance matrices H Wang, A Banerjee, D Boley Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 25* | 2011 |
| Subspace evolution analysis for face representation and recognition H Wang, Y Zhou, X Ge, J Yang Pattern recognition 40 (1), 335-338, 2007 | 11 | 2007 |
| Extended fitting methods of active shape model for the location of facial feature points C Du, J Yang, Q Wu, T Zhang, H Wang, L Chen, Z Wu Computer Vision, Graphics and Image Processing: 5th Indian Conference …, 2006 | 10 | 2006 |
| Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective C Jin, Q Fu, H Wang, A Agrawal, W Hendrix, W Liao, MMA Patwary, ... Proceedings of the 2nd International Workshop on Big Data, Streams and …, 2013 | 5 | 2013 |
| Three-dimensional face pose estimation based on novel nonlinear discriminant representation X Ge, J Yang, T Zhang, H Wang, C Du Opt. Eng 45 (9), 2006 | 5 | 2006 |
| MAP inference on million node graphical models: KL-divergence based alternating directions method Q Fu, H Wang, A Banerjee, S Liess, PK Snyder | 4 | 2012 |
| Running map inference on million node graphical models: A high performance computing perspective C Jin, Q Fu, H Wang, W Hendrix, Z Chen, A Agrawal, A Banerjee, ... 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2015 | 3 | 2015 |
| Large Scale Optimization for Machine Learning H Wang University of Minnesota, 2014 | | 2014 |
| pose estimation | | |
