Transfer Learning for Nonparametric Classification: Minimax Rate and Adaptive Classifier

7 June 2019

Papers citing "Transfer Learning for Nonparametric Classification: Minimax Rate and Adaptive Classifier"

12 / 62 papers shown

Title
Weighted Training for Cross-Task Learning Shuxiao Chen K. Crammer Han He Dan Roth Weijie J. Su 83 28 0 28 May 2021
Distributed Adaptive Nearest Neighbor Classifier: Algorithm and Theory Ruiqi Liu Ganggang Xu Zuofeng Shang 35 0 0 20 May 2021
A Computationally Efficient Classification Algorithm in Posterior Drift Model: Phase Transition and Minimax Adaptivity Ruiqi Liu Kexuan Li Zuofeng Shang 30 4 0 09 Nov 2020
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers Fan Yang Hongyang R. Zhang Sen Wu Christopher Ré Weijie J. Su 159 11 0 22 Oct 2020
Transfer Learning in Large-scale Gaussian Graphical Models with False Discovery Rate Control Sai Li T. Tony Cai Hongzhe Li 82 53 0 21 Oct 2020
A No-Free-Lunch Theorem for MultiTask Learning Steve Hanneke Samory Kpotufe 167 39 0 29 Jun 2020
Transfer Learning for High-dimensional Linear Regression: Prediction, Estimation, and Minimax Optimality Sai Li T. Tony Cai Hongzhe Li 113 164 0 18 Jun 2020
Minimax optimal approaches to the label shift problem in non-parametric settings Subha Maity Yuekai Sun Moulinath Banerjee 52 23 0 23 Mar 2020
On the Value of Target Data in Transfer Learning Steve Hanneke Samory Kpotufe 83 74 0 12 Feb 2020
Classification under local differential privacy Thomas B. Berrett C. Butucea 62 13 0 10 Dec 2019
Statistical Learning from Biased Training Samples Stephan Clémençon Pierre Laforgue 110 9 0 28 Jun 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 299 4,685 0 17 Feb 2017