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Sharp Analysis of Learning with Discrete Losses

Sharp Analysis of Learning with Discrete Losses

16 October 2018
Alex Nowak-Vila
Francis R. Bach
Alessandro Rudi
ArXiv (abs)PDFHTML

Papers citing "Sharp Analysis of Learning with Discrete Losses"

7 / 7 papers shown
Title
Deep Sketched Output Kernel Regression for Structured Prediction
Deep Sketched Output Kernel Regression for Structured Prediction
T. Ahmad
Junjie Yang
Pierre Laforgue
Florence dÁlché-Buc
UQCV
87
1
0
13 Jun 2024
Multiclass learning with margin: exponential rates with no bias-variance
  trade-off
Multiclass learning with margin: exponential rates with no bias-variance trade-off
Stefano Vigogna
Giacomo Meanti
Ernesto De Vito
Lorenzo Rosasco
54
2
0
03 Feb 2022
Disambiguation of weak supervision with exponential convergence rates
Disambiguation of weak supervision with exponential convergence rates
Vivien A. Cabannes
Francis R. Bach
Alessandro Rudi
85
5
0
04 Feb 2021
Fast rates in structured prediction
Fast rates in structured prediction
Vivien A. Cabannes
Alessandro Rudi
Francis R. Bach
427
19
0
01 Feb 2021
A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss
  Embeddings
A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss Embeddings
Théophile Cantelobre
Benjamin Guedj
Maria Perez-Ortiz
John Shawe-Taylor
91
3
0
07 Dec 2020
Structured Prediction with Projection Oracles
Structured Prediction with Projection Oracles
Mathieu Blondel
118
33
0
24 Oct 2019
Manifold Structured Prediction
Manifold Structured Prediction
Alessandro Rudi
C. Ciliberto
Gian Maria Marconi
Lorenzo Rosasco
147
18
0
26 Jun 2018
1