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Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions.

M. Faw, R. Sen, K. Shanmugam, C. Caramanis, and S. Shakkottai. NeurIPS, (2020)

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Constantine Caramanis

Constantine Lazos

Constantine Stephanidis

Constantine Mukasa

Constantine Papageorgiou

Other publications of authors with the same name

The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance.M. Faw, I. Tziotis, C. Caramanis, A. Mokhtari, S. Shakkottai, and R. Ward. COLT, volume 178 of Proceedings of Machine Learning Research, page 313-355. PMLR, (2022)A distributional interpretation of robust optimization.H. Xu, C. Caramanis, and S. Mannor. Allerton, page 552-556. IEEE, (2010)System level optimization in wireless networks with uncertain customer arrival rates.S. Yun, and C. Caramanis. Allerton, page 1022-1029. IEEE, (2008)Contextual Pandora's Box.A. Atsidakou, C. Caramanis, E. Gergatsouli, O. Papadigenopoulos, and C. Tzamos. AAAI, page 10944-10952. AAAI Press, (2024)EM Converges for a Mixture of Many Linear Regressions.J. Kwon, and C. Caramanis. AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1727-1736. PMLR, (2020)High Dimensional Robust Sparse Regression.L. Liu, Y. Shen, T. Li, and C. Caramanis. AISTATS, volume 108 of Proceedings of Machine Learning Research, page 411-421. PMLR, (2020)The EM Algorithm gives Sample-Optimality for Learning Mixtures of Well-Separated Gaussians.J. Kwon, and C. Caramanis. COLT, volume 125 of Proceedings of Machine Learning Research, page 2425-2487. PMLR, (2020)Minimax Gaussian Classification & Clustering.T. Li, X. Yi, C. Caramanis, and P. Ravikumar. AISTATS, volume 54 of Proceedings of Machine Learning Research, page 1-9. PMLR, (2017)Global Convergence of the EM Algorithm for Mixtures of Two Component Linear Regression.J. Kwon, W. Qian, C. Caramanis, Y. Chen, and D. Davis. COLT, volume 99 of Proceedings of Machine Learning Research, page 2055-2110. PMLR, (2019)Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking.I. Tziotis, C. Caramanis, and A. Mokhtari. NeurIPS, (2020)

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Disambiguation of "Caramanis, Constantine"

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Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions.

Please choose a person to relate this publication to

Constantine Caramanis

Constantine Lazos

Constantine Stephanidis

Constantine Mukasa

Constantine Papageorgiou

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Caramanis, Constantine"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions.

Please choose a person to relate this publication to

Constantine Caramanis

Constantine Lazos

Constantine Stephanidis

Constantine Mukasa

Constantine Papageorgiou

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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MSOffice XML

Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions.