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Meta-Learning to Cluster


Oct 30, 2019
Yibo Jiang, Nakul Verma


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Model-Agnostic Meta-Learning using Runge-Kutta Methods


Oct 17, 2019
Daniel Jiwoong Im, Yibo Jiang, Nakul Verma


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Metric Learning on Manifolds


Feb 05, 2019
Max Aalto, Nakul Verma


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Noise-tolerant fair classification


Jan 30, 2019
Alexandre Louis Lamy, Ziyuan Zhong, Aditya Krishna Menon, Nakul Verma


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Stochastic Neighbor Embedding under f-divergences


Nov 03, 2018
Daniel Jiwoong Im, Nakul Verma, Kristin Branson


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Sample complexity of learning Mahalanobis distance metrics


May 11, 2015
Nakul Verma, Kristin Branson

* 26 pages, 1 figure 

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A concentration theorem for projections


Jun 27, 2012
Sanjoy Dasgupta, Daniel Hsu, Nakul Verma

* Appears in Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (UAI2006) 

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Which Spatial Partition Trees are Adaptive to Intrinsic Dimension?


May 09, 2012
Nakul Verma, Samory Kpotufe, Sanjoy Dasgupta

* Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI2009) 

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