Mikhail Yurochkin  Mikhail Yurochkin photo         

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Research Staff Member
Cambridge, MA USA
  

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More information:  List of publications  |  Personal webpage  |  GitHub


2018

Geometric Inference in Bayesian Hierarchical Models with Applications to Topic Modeling
Mikhail Yurochkin
2018

Streaming dynamic and distributed inference of latent geometric structures
Mikhail Yurochkin, Zhiwei Fan, Aritra Guha, Paraschos Koutris, XuanLong Nguyen
arXiv preprint arXiv:1809.08738, 2018


2017

Conic Scan-and-Cover algorithms for nonparametric topic modeling
Mikhail Yurochkin, Aritra Guha, XuanLong Nguyen
Advances in Neural Information Processing Systems, pp. 3878--3887, 2017

Multi-way interacting regression via factorization machines
Mikhail Yurochkin, XuanLong Nguyen, others
Advances in Neural Information Processing Systems, pp. 2598--2606, 2017

Multilevel clustering via wasserstein means
Nhat Ho, Xuan Long Nguyen, Mikhail Yurochkin, Hung Hai Bui, Viet Huynh, Dinh Phung
Proceedings of the 34th International Conference on Machine Learning-Volume 70, pp. 1501--1509, 2017


2016

Geometric dirichlet means algorithm for topic inference
Mikhail Yurochkin, XuanLong Nguyen
Advances in Neural Information Processing Systems, pp. 2505--2513, 2016