| Towards k-means-friendly spaces: Simultaneous deep learning and clustering B Yang, X Fu, ND Sidiropoulos, M Hong international conference on machine learning, 3861-3870, 2017 | 312 | 2017 |
| Robust volume minimization-based matrix factorization for remote sensing and document clustering X Fu, K Huang, B Yang, WK Ma, ND Sidiropoulos IEEE Transactions on Signal Processing 64 (23), 6254-6268, 2016 | 63 | 2016 |
| Learning from hidden traits: Joint factor analysis and latent clustering B Yang, X Fu, ND Sidiropoulos IEEE Transactions on Signal Processing 65 (1), 256-269, 2016 | 23 | 2016 |
| Parasketch: Parallel tensor factorization via sketching B Yang, A Zamzam, ND Sidiropoulos Proceedings of the 2018 SIAM International Conference on Data Mining, 396-404, 2018 | 13 | 2018 |
| Learning nonlinear mixtures: Identifiability and algorithm B Yang, X Fu, ND Sidiropoulos, K Huang IEEE Transactions on Signal Processing, 2020 | 9 | 2020 |
| On the degrees of freedom region of general MIMO broadcast channel with mixed CSIT B Yang, D Wang, J Sun, Y Liu 2013 IEEE International Symposium on Information Theory, 937-941, 2013 | 9 | 2013 |
| Joint factor analysis and latent clustering B Yang, X Fu, ND Sidiropoulos 2015 IEEE 6th International Workshop on Computational Advances in Multi …, 2015 | 6 | 2015 |
| SNAP: Finding Approximate Second-Order Stationary Solutions Efficiently for Non-convex Linearly Constrained Problems S Lu, M Razaviyayn, B Yang, K Huang, M Hong arXiv preprint arXiv:1907.04450, 2019 | 5 | 2019 |
| Tensor completion via group-sparse regularization B Yang, G Wang, ND Sidiropoulos 2016 50th Asilomar Conference on Signals, Systems and Computers, 1750-1754, 2016 | 5 | 2016 |
| Energy storage management via deep Q-networks AS Zamzam, B Yang, ND Sidiropoulos 2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019 | 4 | 2019 |
| GRATE: Granular Recovery of Aggregated Tensor Data by Example AS Zamzam, B Yang, ND Sidiropoulos arXiv preprint arXiv:2003.12666, 2020 | 1 | 2020 |
| Finding Second-Order Stationary Points Efficiently in Smooth Nonconvex Linearly Constrained Optimization Problems S Lu, M Razaviyayn, B Yang, K Huang, M Hong Advances in Neural Information Processing Systems 33, 2020 | 1 | 2020 |
| Large Scale Tensor Factorization via Parallel Sketches B Yang, AS Zamzam, ND Sidiropoulos IEEE Transactions on Knowledge and Data Engineering, 2020 | | 2020 |
| Identifying Potential Investors with Data Driven Approaches B Yang, K Huan, ND Sidiropoulos Proceedings of the 2020 SIAM International Conference on Data Mining, 235-243, 2020 | | 2020 |
| Unsupervised Learning of Nonlinear Mixtures: Identifiability and Algorithm B Yang, X Fu, ND Sidiropoulos, K Huang 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1040-1044, 2019 | | 2019 |
| Unsupervised Learning of Latent Structure from Linear and Nonlinear Measurements B Yang | | 2019 |
| Supplementary material of “Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering” B Yang, X Fu, ND Sidiropoulos, M Hong | | |
Nikolaos SidiropoulosLouis T. Rader Professor and Chair, Electrical & Computer Engineering, University of VirginiaVerified email at virginia.edu
