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Online Nonparametric Regression with General Loss Functions

Online Nonparametric Regression with General Loss Functions

26 January 2015
Alexander Rakhlin
Karthik Sridharan
ArXivPDFHTML

Papers citing "Online Nonparametric Regression with General Loss Functions"

6 / 6 papers shown
Title
Online nearest neighbor classification
Online nearest neighbor classification
S. Dasgupta
Geelon So
21
0
0
03 Jul 2023
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
Changlong Wu
Mohsen Heidari
A. Grama
Wojtek Szpankowski
19
8
0
07 May 2022
Adaptive Online Estimation of Piecewise Polynomial Trends
Adaptive Online Estimation of Piecewise Polynomial Trends
Dheeraj Baby
Yu-Xiang Wang
28
13
0
30 Sep 2020
Learning to Bid Optimally and Efficiently in Adversarial First-price
  Auctions
Learning to Bid Optimally and Efficiently in Adversarial First-price Auctions
Yanjun Han
Zhengyuan Zhou
Aaron Flores
E. Ordentlich
Tsachy Weissman
19
40
0
09 Jul 2020
Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point
  Optimization
Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization
Abhishek Roy
Yifang Chen
Krishnakumar Balasubramanian
P. Mohapatra
19
26
0
03 Dec 2019
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk
  Minimization through Self-Concordance
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance
Ulysse Marteau-Ferey
Dmitrii Ostrovskii
Francis R. Bach
Alessandro Rudi
43
52
0
08 Feb 2019
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