Mikhail Yurochkin
Mikhail Yurochkin
Research Staff Member, IBM Research AI
Adresse e-mail validée de umich.edu - Page d'accueil
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Année
Federated learning with matched averaging
H Wang, M Yurochkin, Y Sun, D Papailiopoulos, Y Khazaeni
arXiv preprint arXiv:2002.06440, 2020
742020
Multilevel clustering via Wasserstein means
N Ho, XL Nguyen, M Yurochkin, HH Bui, V Huynh, D Phung
International Conference on Machine Learning, 1501-1509, 2017
712017
Bayesian nonparametric federated learning of neural networks
M Yurochkin, M Agarwal, S Ghosh, K Greenewald, N Hoang, Y Khazaeni
International Conference on Machine Learning, 7252-7261, 2019
682019
Hierarchical optimal transport for document representation
M Yurochkin, S Claici, E Chien, F Mirzazadeh, J Solomon
arXiv preprint arXiv:1906.10827, 2019
272019
Training individually fair ML models with sensitive subspace robustness
M Yurochkin, A Bower, Y Sun
arXiv preprint arXiv:1907.00020, 2019
242019
Geometric Dirichlet means algorithm for topic inference
M Yurochkin, XL Nguyen
arXiv preprint arXiv:1610.09034, 2016
222016
Conic Scan-and-Cover algorithms for nonparametric topic modeling
M Yurochkin, A Guha, XL Nguyen
arXiv preprint arXiv:1710.02952, 2017
152017
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
102020
Online semi-supervised learning with bandit feedback
M Yurochkin, S Upadhyay, D Bouneffouf, M Agarwal, Y Khazaeni
62019
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
6*2019
Continuous regularized wasserstein barycenters
L Li, A Genevay, M Yurochkin, J Solomon
arXiv preprint arXiv:2008.12534, 2020
52020
SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness
M Yurochkin, Y Sun
arXiv preprint arXiv:2006.14168, 2020
52020
Auditing ML Models for Individual Bias and Unfairness
S Xue, M Yurochkin, Y Sun
International Conference on Artificial Intelligence and Statistics, 4552-4562, 2020
52020
Alleviating label switching with optimal transport
P Monteiller, S Claici, E Chien, F Mirzazadeh, J Solomon, M Yurochkin
arXiv preprint arXiv:1911.02053, 2019
52019
Statistical model aggregation via parameter matching
M Yurochkin, M Agarwal, S Ghosh, K Greenewald, TN Hoang
arXiv preprint arXiv:1911.00218, 2019
52019
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
52019
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
42020
Multi-way interacting regression via factorization machines
M Yurochkin, XL Nguyen, N Vasiloglou
arXiv preprint arXiv:1709.09301, 2017
42017
Model Fusion with Kullback-Leibler Divergence
S Claici, M Yurochkin, S Ghosh, J Solomon
International Conference on Machine Learning, 2038-2047, 2020
32020
Individually Fair Ranking
A Bower, H Eftekhari, M Yurochkin, Y Sun
arXiv preprint arXiv:2103.11023, 2021
12021
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