| Multilevel clustering via Wasserstein means N Ho, XL Nguyen, M Yurochkin, HH Bui, V Huynh, D Phung arXiv preprint arXiv:1706.03883, 2017 | 59 | 2017 |
| Bayesian nonparametric federated learning of neural networks M Yurochkin, M Agarwal, S Ghosh, K Greenewald, TN Hoang, Y Khazaeni arXiv preprint arXiv:1905.12022, 2019 | 56 | 2019 |
| Federated learning with matched averaging H Wang, M Yurochkin, Y Sun, D Papailiopoulos, Y Khazaeni arXiv preprint arXiv:2002.06440, 2020 | 52 | 2020 |
| Hierarchical optimal transport for document representation M Yurochkin, S Claici, E Chien, F Mirzazadeh, JM Solomon Advances in Neural Information Processing Systems, 1601-1611, 2019 | 24 | 2019 |
| Geometric Dirichlet means algorithm for topic inference M Yurochkin, XL Nguyen arXiv preprint arXiv:1610.09034, 2016 | 20 | 2016 |
| Geometric Dirichlet means algorithm for topic inference M Yurochkin, XL Nguyen arXiv preprint arXiv:1610.09034, 2016 | 20 | 2016 |
| Training individually fair ML models with sensitive subspace robustness M Yurochkin, A Bower, Y Sun International Conference on Learning Representations, 2019 | 16 | 2019 |
| Conic scan-and-cover algorithms for nonparametric topic modeling M Yurochkin, A Guha, XL Nguyen Advances in Neural Information Processing Systems, 3878-3887, 2017 | 15 | 2017 |
| Conic scan-and-cover algorithms for nonparametric topic modeling M Yurochkin, A Guha, XL Nguyen Advances in Neural Information Processing Systems, 3878-3887, 2017 | 15 | 2017 |
| Online semi-supervised learning with bandit feedback M Yurochkin, S Upadhyay, D Bouneffouf, M Agarwal, Y Khazaeni | 6 | 2019 |
| Dirichlet Simplex Nest and Geometric Inference M Yurochkin, A Guha, Y Sun, XL Nguyen Proceedings of the 36th International Conference on Machine Learning 97 …, 2019 | 5 | 2019 |
| Scalable inference of topic evolution via models for latent geometric structures M Yurochkin, Z Fan, A Guha, P Koutris, XL Nguyen Advances in Neural Information Processing Systems, 5949-5959, 2019 | 5* | 2019 |
| Statistical model aggregation via parameter matching M Yurochkin, M Agarwal, S Ghosh, K Greenewald, N Hoang Advances in Neural Information Processing Systems, 10956-10966, 2019 | 5 | 2019 |
| Two simple ways to learn individual fairness metrics from data D Mukherjee, M Yurochkin, M Banerjee, Y Sun International Conference on Machine Learning, 7097-7107, 2020 | 4 | 2020 |
| Auditing ML Models for Individual Bias and Unfairness S Xue, M Yurochkin, Y Sun arXiv preprint arXiv:2003.05048, 2020 | 4 | 2020 |
| Alleviating label switching with optimal transport P Monteiller, S Claici, E Chien, F Mirzazadeh, JM Solomon, M Yurochkin Advances in Neural Information Processing Systems, 13634-13644, 2019 | 4 | 2019 |
| Multi-way interacting regression via factorization machines M Yurochkin, XL Nguyen Advances in Neural Information Processing Systems, 2598-2606, 2017 | 4 | 2017 |
| Ibm federated learning: an enterprise framework white paper v0. 1 H Ludwig, N Baracaldo, G Thomas, Y Zhou, A Anwar, S Rajamoni, Y Ong, ... arXiv preprint arXiv:2007.10987, 2020 | 3 | 2020 |
| Model Fusion with Kullback-Leibler Divergence S Claici, M Yurochkin, S Ghosh, J Solomon International Conference on Machine Learning, 2038-2047, 2020 | 2 | 2020 |
| Continuous regularized wasserstein barycenters L Li, A Genevay, M Yurochkin, J Solomon arXiv preprint arXiv:2008.12534, 2020 | 2 | 2020 |
XuanLong NguyenUniversity of MichiganVerifierad e-postadress på umich.edu
