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Bowei Yan
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Year
Covariate regularized community detection in sparse graphs
B Yan, P Sarkar
Journal of the American Statistical Association 116 (534), 734-745, 2021
77*2021
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
752012
Convergence of gradient EM on multi-component mixture of Gaussians
B Yan, M Yin, P Sarkar
Advances in Neural Information Processing Systems 30, 2017
612017
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
502011
Exact recovery of number of blocks in blockmodels
B Yan, P Sarkar, X Cheng
arXiv preprint arXiv:1705.08580, 2017
41*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
302018
On robustness of kernel clustering
B Yan, P Sarkar
Advances in Neural Information Processing Systems 29, 2016
252016
Mean field for the stochastic blockmodel: Optimization landscape and convergence issues
SS Mukherjee, P Sarkar, YX Wang, B Yan
Advances in neural information processing systems 31, 2018
242018
Fast classification with binary prototypes
K Zhong, R Guo, S Kumar, B Yan, D Simcha, I Dhillon
Artificial intelligence and statistics, 1255-1263, 2017
192017
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
162016
Exact tests for stochastic block models
V Karwa, D Pati, S Petrovic, L Solus, N Alexeev, M Raic, D Wilburne, ...
arXiv preprint arXiv:1612.06040, 2016
112016
Probabilistic best subset selection via gradient-based optimization
M Yin, N Ho, B Yan, X Qian, M Zhou
arXiv preprint arXiv:2006.06448, 2020
92020
Consistent classification with generalized metrics
X Wang, R Li, B Yan, O Koyejo
arXiv preprint arXiv:1908.09057, 2019
82019
Big Data
M Zhang, Y Lin, Z Song, I Dhillon, H Yu, C Hsieh, Q Lei, I Yen, C Wu, ...
Machine Learning at American Airlines Tech. Ops. Proceedings of Agifors …, 2018
62018
Smooth image-on-scalar regression for brain mapping
B Yan, Y Liu
arXiv preprint arXiv:1703.05264 1068, 2017
6*2017
Monte Carlo goodness-of-fit tests for degree corrected and related stochastic blockmodels
V Karwa, D Pati, S Petrović, L Solus, N Alexeev, M Raič, D Wilburne, ...
arXiv preprint arXiv:1612.06040, 2016
52016
Monte Carlo goodness-of-fit tests for degree corrected and related stochastic blockmodels
V Karwa, D Pati, S Petrović, L Solus, N Alexeev, M Raič, D Wilburne, ...
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024
22024
Theoretical analysis for convex and non-convex clustering algorithms
B Yan
The University of Texas at Austin, 2018
22018
Graph-fused multivariate regression via total variation regularization
Y Liu, B Yan, K Merikangas, H Shou
arXiv preprint arXiv:2001.04968, 2020
12020
HodgeRank on random graphs for subjective video quality assessment
W Lin, Q Xu, Q Huang, T Jiang, B Yan, Y Yao
12012
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