conftrace_

square loss

16 papers

Explore in graph

Co-occurring keywords

regret bound (1926) online learning (1777) approximation algorithm (630) neural network (6616) gradient descent (1144) squared loss (7) exponential concavity (1) online regression (18) online newton step (7) sparse gaussian process (27)

Papers

On the Performance of Empirical Risk Minimization with Smoothed Data COLT 2024
Cut your Losses with Squentropy ICML 2023
Regression as Classification: Influence of Task Formulation on Neural Network Features AISTATS 2023
Understanding Square Loss in Training Overparametrized Neural Network Classifiers NIPS 2022
Direct Loss Minimization for Sparse Gaussian Processes AISTATS 2021
Approximation Schemes for ReLU Regression COLT 2020
Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019
Does data interpolation contradict statistical optimality? AISTATS 2019
Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals NIPS 2019
Uniform regret bounds over $\mathbb{R}^d$ for the sequential linear regression problem with the square loss ALT 2019
Kernel Square-Loss Exemplar Machines for Image Retrieval CVPR 2017
On Regularizing Rademacher Observation Losses NIPS 2016
Optimal Learning for Multi-pass Stochastic Gradient Methods NIPS 2016
Online Sparse Linear Regression COLT 2016
Efficient Minimax Strategies for Square Loss Games NIPS 2014
Beyond Logarithmic Bounds in Online Learning AISTATS 2012