estimation error

Harmonic Decompositions of Convolutional Networks ICML 2020 The estimation error of general first order methods COLT 2020 High probability generalization bounds for uniformly stable algorithms with nearly optimal rate COLT 2019 Learning-Based Frequency Estimation Algorithms ICLR 2019 On Sparse Linear Regression in the Local Differential Privacy Model ICML 2019 A Learning Error Analysis for Structured Prediction with Approximate Inference NeurIPS 2017 Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis ICML 2017 Trading off Rewards and Errors in Multi-Armed Bandits AISTATS 2017 Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015 Structured Estimation with Atomic Norms: General Bounds and Applications NeurIPS 2015 Unified View of Matrix Completion under General Structural Constraints NeurIPS 2015 Estimation with Norm Regularization NeurIPS 2014 Multiclass Learning Approaches: A Theoretical Comparison with Implications NeurIPS 2012 Pointwise Tracking the Optimal Regression Function NeurIPS 2012 Machine Learning with Data Dependent Hypothesis Classes JMLR 2002