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Mikhail Yurochkin
Mikhail Yurochkin
Research Staff Member, IBM Research and MIT-IBM Watson AI Lab
Geverifieerd e-mailadres voor umich.edu - Homepage
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Federated learning with matched averaging
H Wang, M Yurochkin, Y Sun, D Papailiopoulos, Y Khazaeni
arXiv preprint arXiv:2002.06440, 2020
7652020
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
4572019
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
1342017
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
1002020
Training individually fair ML models with sensitive subspace robustness
M Yurochkin, A Bower, Y Sun
arXiv preprint arXiv:1907.00020, 2019
982019
Hierarchical optimal transport for document representation
M Yurochkin, S Claici, E Chien, F Mirzazadeh, JM Solomon
Advances in neural information processing systems 32, 2019
802019
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
782020
Sensei: Sensitive set invariance for enforcing individual fairness
M Yurochkin, Y Sun
arXiv preprint arXiv:2006.14168, 2020
502020
Post-processing for individual fairness
F Petersen, D Mukherjee, Y Sun, M Yurochkin
Advances in Neural Information Processing Systems 34, 25944-25955, 2021
442021
Outlier-robust optimal transport
D Mukherjee, A Guha, JM Solomon, Y Sun, M Yurochkin
International Conference on Machine Learning, 7850-7860, 2021
442021
Continuous regularized wasserstein barycenters
L Li, A Genevay, M Yurochkin, JM Solomon
Advances in Neural Information Processing Systems 33, 17755-17765, 2020
352020
Federated learning with matched averaging. arXiv 2020
H Wang, M Yurochkin, Y Sun, D Papailiopoulos, Y Khazaeni
arXiv preprint arXiv:2002.06440, 0
30
Statistical model aggregation via parameter matching
M Yurochkin, M Agarwal, S Ghosh, K Greenewald, N Hoang
Advances in neural information processing systems 32, 2019
292019
Geometric Dirichlet means algorithm for topic inference
M Yurochkin, XL Nguyen
Advances in Neural Information Processing Systems 29, 2016
272016
Individually fair ranking
A Bower, H Eftekhari, M Yurochkin, Y Sun
arXiv preprint arXiv:2103.11023, 2021
262021
Model fusion with Kullback-Leibler divergence
S Claici, M Yurochkin, S Ghosh, J Solomon
International conference on machine learning, 2038-2047, 2020
252020
Your fairness may vary: pretrained language model fairness in toxic text classification
IB Soares, D Wei, KN Ramamurthy, M Singh, M Yurochkin
Annual Meeting of the Association for Computational Linguistics, 2022
24*2022
Does enforcing fairness mitigate biases caused by subpopulation shift?
S Maity, D Mukherjee, M Yurochkin, Y Sun
Advances in Neural Information Processing Systems 34, 25773-25784, 2021
24*2021
Conic scan-and-cover algorithms for nonparametric topic modeling
M Yurochkin, A Guha, XL Nguyen
Advances in Neural Information Processing Systems 30, 2017
202017
Statistical inference for individual fairness
S Maity, S Xue, M Yurochkin, Y Sun
arXiv preprint arXiv:2103.16714, 2021
192021
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