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Uniform regret bounds over $R^d$ for the sequential linear regression
  problem with the square loss
v1v2 (latest)

Uniform regret bounds over RdR^dRd for the sequential linear regression problem with the square loss

29 May 2018
Pierre Gaillard
Sébastien Gerchinovitz
Malo Huard
Gilles Stoltz
ArXiv (abs)PDFHTML

Papers citing "Uniform regret bounds over $R^d$ for the sequential linear regression problem with the square loss"

11 / 11 papers shown
Title
Random feature-based double Vovk-Azoury-Warmuth algorithm for online multi-kernel learning
Random feature-based double Vovk-Azoury-Warmuth algorithm for online multi-kernel learning
Dmitry B. Rokhlin
Olga V. Gurtovaya
106
0
0
25 Mar 2025
Online Linear Regression in Dynamic Environments via Discounting
Online Linear Regression in Dynamic Environments via Discounting
Andrew Jacobsen
Ashok Cutkosky
108
6
0
29 May 2024
Multivariate Online Linear Regression for Hierarchical Forecasting
Multivariate Online Linear Regression for Hierarchical Forecasting
Massil Hihat
Guillaume Garrigos
Adeline Fermanian
Simon Bussy
44
0
0
22 Feb 2024
Stochastic Online Instrumental Variable Regression: Regrets for
  Endogeneity and Bandit Feedback
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback
R. D. Vecchia
D. Basu
77
6
0
18 Feb 2023
Quasi-Newton Steps for Efficient Online Exp-Concave Optimization
Quasi-Newton Steps for Efficient Online Exp-Concave Optimization
Zakaria Mhammedi
Khashayar Gatmiry
48
7
0
02 Nov 2022
Scale-free Unconstrained Online Learning for Curved Losses
Scale-free Unconstrained Online Learning for Curved Losses
J. Mayo
Hédi Hadiji
T. Erven
82
13
0
11 Feb 2022
Stochastic Online Linear Regression: the Forward Algorithm to Replace
  Ridge
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge
Reda Ouhamma
Odalric-Ambrym Maillard
Vianney Perchet
82
12
0
02 Nov 2021
Online nonparametric regression with Sobolev kernels
Online nonparametric regression with Sobolev kernels
O. Zadorozhnyi
Pierre Gaillard
Sébastien Gerchinovitz
Alessandro Rudi
47
4
0
06 Feb 2021
Efficient improper learning for online logistic regression
Efficient improper learning for online logistic regression
Rémi Jézéquel
Pierre Gaillard
Alessandro Rudi
101
23
0
18 Mar 2020
Online Hierarchical Forecasting for Power Consumption Data
Online Hierarchical Forecasting for Power Consumption Data
M. Brégère
Malo Huard
AI4TS
47
24
0
01 Mar 2020
Efficient online learning with kernels for adversarial large scale
  problems
Efficient online learning with kernels for adversarial large scale problems
Rémi Jézéquel
Pierre Gaillard
Alessandro Rudi
77
13
0
26 Feb 2019
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