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All publications by Samory Kpotufe
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Consistency of Causal Inference under the Additive Noise Model
Samory Kpotufe, Eleni Sgouritsa, Dominik Janzing and Bernhard Schoelkopf
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Optimal rates for k-NN density and mode estimation
Sanjoy Dasgupta and Samory Kpotufe
Advances in Neural Information Processing Systems 27, 2014


Adaptivity to Local Smoothness and Dimension in Kernel Regression
Samory Kpotufe and Vikas Garg
Advances in Neural Information Processing Systems 26, 2013


Regression-tree Tuning in a Streaming Setting
Samory Kpotufe and Francesco Orabona
Advances in Neural Information Processing Systems 26, 2013


Gradient Weights help Nonparametric Regressors
Samory Kpotufe and Abdeslam Boularias
Advances in Neural Information Processing Systems 25, 2012


k-NN Regression Adapts to Local Intrinsic Dimension
Samory Kpotufe
Advances in Neural Information Processing Systems 24, 2011


Pruning nearest neighbor cluster trees
Samory Kpotufe and Ulrike V. Luxburg
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Fast, smooth and adaptive regression in metric spaces
Samory Kpotufe
Advances in Neural Information Processing Systems 22, 2009