Fast rates in structured prediction

1 February 2021

Papers citing "Fast rates in structured prediction"

12 / 12 papers shown

Title
Deep Sketched Output Kernel Regression for Structured Prediction T. Ahmad Junjie Yang Pierre Laforgue Florence dÁlché-Buc UQCV 35 0 0 13 Jun 2024
Online Structured Prediction with Fenchel--Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss Shinsaku Sakaue Han Bao Taira Tsuchiya Taihei Oki 30 4 0 13 Feb 2024
How many samples are needed to leverage smoothness? Vivien A. Cabannes S. Vigogna 8 2 0 25 May 2023
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels T. Ahmad Luc Brogat-Motte Pierre Laforgue Florence dÁlché-Buc BDL 25 6 0 20 Feb 2023
The SSL Interplay: Augmentations, Inductive Bias, and Generalization Vivien A. Cabannes B. Kiani Randall Balestriero Yann LeCun A. Bietti SSL 13 31 0 06 Feb 2023
Active Labeling: Streaming Stochastic Gradients Vivien A. Cabannes Francis R. Bach Vianney Perchet Alessandro Rudi 53 2 0 26 May 2022
A Case of Exponential Convergence Rates for SVM Vivien A. Cabannes S. Vigogna 17 2 0 20 May 2022
Towards Empirical Process Theory for Vector-Valued Functions: Metric Entropy of Smooth Function Classes Junhyung Park Krikamol Muandet 22 6 0 09 Feb 2022
Multiclass learning with margin: exponential rates with no bias-variance trade-off S. Vigogna Giacomo Meanti E. De Vito Lorenzo Rosasco 15 2 0 03 Feb 2022
Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification Saptarshi Chakraborty Debolina Paul Swagatam Das OOD 24 0 0 06 Jan 2022
Disambiguation of weak supervision with exponential convergence rates Vivien A. Cabannes Francis R. Bach Alessandro Rudi 22 5 0 04 Feb 2021
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning Vivien A. Cabannes Loucas Pillaud-Vivien Francis R. Bach Alessandro Rudi 6 19 0 09 Sep 2020