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1212.0463
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Nonparametric risk bounds for time-series forecasting
3 December 2012
D. McDonald
C. Shalizi
M. Schervish
AI4TS
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Papers citing
"Nonparametric risk bounds for time-series forecasting"
10 / 10 papers shown
Title
A Systematic Review for Transformer-based Long-term Series Forecasting
Liyilei Su
Xumin Zuo
Rui Li
Xin Wang
Heng Zhao
Bingding Huang
AI4TS
78
12
0
31 Oct 2023
Empirical Risk Minimization for Time Series: Nonparametric Performance Bounds for Prediction
C. Brownlees
Jordi Llorens-Terrazas
AI4TS
33
3
0
11 Aug 2021
Principles and Algorithms for Forecasting Groups of Time Series: Locality and Globality
Pablo Montero-Manso
Rob J. Hyndman
AI4TS
89
139
0
02 Aug 2020
Risk bounds for reservoir computing
Lukas Gonon
Lyudmila Grigoryeva
Juan-Pablo Ortega
105
40
0
30 Oct 2019
High dimensional VAR with low rank transition
Pierre Alquier
Karine Bertin
P. Doukhan
Rémy Garnier
BDL
73
16
0
02 May 2019
Exponential inequalities for nonstationary Markov Chains
Pierre Alquier
P. Doukhan
Xiequan Fan
87
10
0
27 Aug 2018
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator
Stephen Tu
Benjamin Recht
OffRL
83
131
0
22 Dec 2017
Bootstrapping Generalization Error Bounds for Time Series
Robert Lunde
C. Shalizi
AI4TS
50
1
0
08 Nov 2017
On the Sample Complexity of the Linear Quadratic Regulator
Sarah Dean
Horia Mania
Nikolai Matni
Benjamin Recht
Stephen Tu
95
580
0
04 Oct 2017
Non-Asymptotic Analysis of Robust Control from Coarse-Grained Identification
Stephen Tu
Ross Boczar
A. Packard
Benjamin Recht
93
70
0
15 Jul 2017
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