Running MAP inference on million node graphical models: a high performance computing perspective

Arindam Banerjee , Zhengzhang Chen , William Hendrix , Huahua Wang
ieee acm international symposium cluster cloud and grid computing 565 -575

1
2015
Large Scale Distributed Sparse Precision Estimation

Inderjit S Dhillon , Arindam Banerjee , Huahua Wang , Cho-Jui Hsieh
neural information processing systems 26 584 -592

30
2013
Online L1-Dictionary Learning with Application to Novel Document Detection

Shiva P. Kasiviswanathan , Arindam Banerjee , Prem Melville , Huahua Wang
neural information processing systems 25 2258 -2266

64
2012
Parallel Direction Method of Multipliers

Arindam Banerjee , Zhi-Quan Luo , Huahua Wang
arXiv: Optimization and Control

53
2014
Bregman Alternating Direction Method of Multipliers

Arindam Banerjee , Huahua Wang
arXiv: Optimization and Control

160
2013
Online Alternating Direction Method

Arindam Banerjee , Huahua Wang
international conference on machine learning 1699 -1706

76
2012
MultiXNet: Multiclass Multistage Multimodal Motion Prediction.

Carl K. Wellington , Fang-Chieh Chou , Nemanja Djuric , Henggang Cui
arXiv: Computer Vision and Pattern Recognition

30
2020
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective

Chen Jin , Qiang Fu , Huahua Wang , Ankit Agrawal
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications 39 -46

1
2013
Common component analysis for multiple covariance matrices

Huahua Wang , Arindam Banerjee , Daniel Boley
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 956 -964

12
2011
Extended fitting methods of active shape model for the location of facial feature points

Chunhua Du , Jie Yang , Qiang Wu , Tianhao Zhang
indian conference on computer vision, graphics and image processing 610 -618

5
2006
MAP inference on million node graphical models: KL-divergence based alternating directions method

Qiang Fu , Huahua Wang , Arindam Banerjee , Stefan Liess
Smpte Journal

4
2012
Maximum variance projections for face recognition

Tianhao Zhang , Jie Yang , Huahua Wang , Chunhua Du
Optical Engineering 46 ( 6) 067206

19
2007
Three-dimensional face pose estimation based on novel nonlinear discriminant representation

Xinliang Ge , Jie Yang , Tianhao Zhang , Huahua Wang
Optical Engineering 45 ( 9) 090503

2
2006
Randomized block coordinate descent for online and stochastic optimization

Huahua Wang , Arindam Banerjee
arXiv preprint arXiv:1407.0107

39
2014
Bethe-ADMM for tree decomposition based parallel MAP inference

Qiang Fu , Huahua Wang , Arindam Banerjee
arXiv preprint arXiv:1309.6829

35
2013
Drought Detection on Large Scale Precipitation Datasets: A Parallel Algorithm

Qiang Fu , Huahua Wang , Arindam Banerjee , Stefan Liess

Novel Document Detection using Online L1-Dictionary Learning

Shiva Prasad , Huahua Wang , Arindam Banerjee , Prem Melville

Supplement: Large Scale Distributed Sparse Precision Estimation

Huahua Wang , Arindam Banerjee , Cho-Jui Hsieh , Pradeep Ravikumar

Appendix to “Online l1-Dictionary Learning with Application to Novel Document Detection”

Shiva Prasad Kasiviswanathan , Huahua Wang , Arindam Banerjee , Prem Melville
A∈ A 10 0 -0