Samory Kpotufe

1. k-NN Regression Adapts to Local Intrinsic Dimension
   2011/10/19 by Samory Kpotufe, Kpotufe, Samory · 6 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Machine Learning and Data Classification #Statistical Methods and Inference
2. Pruning nearest neighbor cluster trees
   2011/05/03 by Samory Kpotufe, Kpotufe, Samory, Ulrike von Luxburg +1 · 2 citations
   Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Quickshift++: Provably Good Initializations for Sample-Based Mean Shift
   2018/05/21 by Heinrich Jiang, Jiang, Heinrich, Jennifer Jang +3 · 3 citations
   Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Tracking Most Significant Arm Switches in Bandits
   2021/12/27 by Joe Suk, Suk, Joe, Samory Kpotufe +1 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques
5. Gaussian Sketching yields a J-L Lemma in RKHS
   2019/08/16 by Samory Kpotufe, Bharath K. Sriperumbudur, Kpotufe, Samory +1 · 1 citation
   Computer Science · Engineering · #Face and Expression Recognition #Blind Source Separation Techniques #Sparse and Compressive Sensing Techniques
6. Tracking Most Significant Shifts in Nonparametric Contextual Bandits
   2023/07/11 by Joe Suk, Suk, Joe, Samory Kpotufe +1 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Decision-Making and Behavioral Economics #Data Stream Mining Techniques
7. Tight Rates in Supervised Outlier Transfer Learning
   2023/10/07 by Mohammadreza M. Kalan, Kalan, Mohammadreza M., Samory Kpotufe +1 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Water Systems and Optimization
8. Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products
   2023/12/24 by Gan Yuan, Mingyue Xu, Yuan, Gan +5 · 1 citation
   Mathematics · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Advanced Causal Inference Techniques