Bowei Yan
Cited by
Cited by
HodgeRank on random graphs for subjective video quality assessment
Q Xu, Q Huang, T Jiang, B Yan, W Lin, Y Yao
IEEE Transactions on Multimedia 14 (3), 844-857, 2012
Random partial paired comparison for subjective video quality assessment via HodgeRank
Q Xu, T Jiang, Y Yao, Q Huang, B Yan, W Lin
Proceedings of the 19th ACM international conference on Multimedia, 393-402, 2011
Convergence of gradient em on multi-component mixture of gaussians
B Yan, M Yin, P Sarkar
Advances in Neural Information Processing Systems, 2017
Covariate regularized community detection in sparse graphs
B Yan, P Sarkar
Journal of the American Statistical Association, 1-12, 2020
Exact recovery of number of blocks in blockmodels
B Yan, P Sarkar, X Cheng
arXiv preprint arXiv:1705.08580, 2017
Binary classification with karmic, threshold-quasi-concave metrics
B Yan, S Koyejo, K Zhong, P Ravikumar
International Conference on Machine Learning, 5531-5540, 2018
On robustness of kernel clustering
B Yan, P Sarkar
arXiv preprint arXiv:1606.01869, 2016
Fast classification with binary prototypes
K Zhong, R Guo, S Kumar, B Yan, D Simcha, I Dhillon
Artificial Intelligence and Statistics, 1255-1263, 2017
Analysis of the pattern of potential woody cover in Texas savanna
X Yang, KA Crews, B Yan
International journal of applied earth observation and geoinformation 52, 2016
Mean field for the stochastic blockmodel: Optimization landscape and convergence issues
SS Mukherjee, P Sarkar
Advances in neural information processing systems, 2018
Exact tests for stochastic block models
V Karwa, D Pati, S Petrović, L Solus, N Alexeev, M Raič, D Wilburne, ...
arXiv preprint arXiv:1612.06040, 2016
Consistent classification with generalized metrics
X Wang, R Li, B Yan, O Koyejo
arXiv preprint arXiv:1908.09057, 2019
Probabilistic best subset selection by gradient-based optimization
M Yin, N Ho, B Yan, X Qian, M Zhou
arXiv preprint arXiv:2006.06448, 2020
Smooth image-on-scalar regression for brain mapping
B Yan, Y Liu
arXiv preprint arXiv:1703.05264 2, 2017
Graph-Fused Multivariate Regression via Total Variation Regularization
Y Liu, B Yan, K Merikangas, H Shou
arXiv preprint arXiv:2001.04968, 2020
Probabilistic Best Subset Selection via Gradient-Based Optimization
M Yin, N Ho, B Yan, X Qian, M Zhou
arXiv e-prints, arXiv: 2006.06448, 2020
Theoretical analysis for convex and non-convex clustering algorithms
B Yan
Big Data
D Zhang, Y Lin, Z Song, I Dhillon, H Yu, C Hsieh, Q Lei, I Yen, C Wu, ...
IEEE Computer (IEEE Computer) 49 (4), 52-60, 2016
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