Samory Kpotufe
27 papers · 2009–2025 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 21 separate collaboration groups - the largest holds only 7% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Samory Kpotufe?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
15 papers whose co-authors appear nowhere else under this name
Self-Tuning Bandits over Unknown Covariate-Shifts
ALT 2021
Gaussian Sketching yields a J-L Lemma in RKHS
AISTATS 2020
Achieving the time of 1-NN, but the accuracy of k-NN
AISTATS 2018
An Adaptive Strategy for Active Learning with Smooth Decision Boundary
ALT 2018
Marginal Singularity, and the Benefits of Labels in Covariate-Shift
COLT 2018
PAC-Bayes Tree: weighted subtrees with guarantees
NeurIPS 2018
Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning
AISTATS 2017
Time-Accuracy Tradeoffs in Kernel Prediction: Controlling Prediction Quality
JMLR 2017
Hierarchical Label Queries with Data-Dependent Partitions
COLT 2015
Consistency of Causal Inference under the Additive Noise Model
ICML 2014
Optimal rates for k-NN density and mode estimation
NeurIPS 2014
Adaptivity to Local Smoothness and Dimension in Kernel Regression
NeurIPS 2013
Regression-tree Tuning in a Streaming Setting
NeurIPS 2013
k-NN Regression Adapts to Local Intrinsic Dimension
NeurIPS 2011
Fast, smooth and adaptive regression in metric spaces
NeurIPS 2009