Generalization error bounds for stationary autoregressive models

Mixing conditions for markov chains

Y.A. Davydov · 1973

Earlier work this paper cites.

A canonical parameter space for linear systems design

Adly T. Fam and James S. Meditch · 1978

Earlier work this paper cites.

Mixing properties of arma processes

A. Mokkadem · 1988

Earlier work this paper cites.

Probability in Banach Spaces: Isoperimetry and Processes

M. Ledoux and M. Talagrand · 1991

Earlier work this paper cites.

Rates of convergence for empirical processes of stationary mixing sequences

Original

Bin Yu · 1994

Earlier work this paper cites.

A Theory of Learning and Generalization: With Applications to Neural Networks and Control Systems

M. Vidyasagar · 1997

Earlier work this paper cites.

Nonparametric time series prediction through adaptive model selection

Ron Meir · 2000

Earlier work this paper cites.

Consistent cross-validatory model-selection for dependent data: Hv-block cross-validation

J. Racine · 2000

Earlier work this paper cites.

Time Series Analysis and Its Applications

R.H. Shumway and D.S. Stoffer · 2000

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Time Series Analysis by State Space Methods

J. Durbin and S.J. Koopman · 2001

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Rademacher and gaussian complexities: Risk bounds and structural results

Peter L. Bartlett and Shahar Mendelson · 2002

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Basic properties of strong mixing conditions. a survey and some open questions

Richard C. Bradley · 2005

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Motion detection and tracking for an aibo robot using motion compensation and kalman filtering

J. Ruiz-del Solar and P. Vallejos · 2005

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Linear state-space models for blind source separation

R.K. Olsson and L.K. Hansen · 2006

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Autoregressive modeling of physiological tremor under microsurgical conditions

B.C. Becker, H. Tummala, and C.N. Riviere · 2008

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On the complexity of linear prediction: Risk bounds, margin bounds, and regularization

Sham M. Kakade, Karthik Sridharan, and Ambuj Tewari · 2008

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Forecasting web page views: Methods and observations

J. Li and A.W. Moore · 2008

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Probably approximately correct learning with beta-mixing input sequences

R. L. Karandikar and M. Vidyasagar · 2009

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Rademacher complexity bounds for non-iid processes

Mehryar Mohri and Afshin Rostamizadeh · 2009

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Fast learning from non-i.i.d. observations

Ingo Steinwart and Andreas Christmann · 2009

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