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Sharp oracle bounds for monotone and convex regression trough aggregation
Bellec, Pierre; Cybakov, Aleksandr B. - 2015
Persistent link: https://www.econbiz.de/10011334050
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Linear and conic programming estimators in high-dimensional errors-in-variables models
Belloni, Alexandre; Rosenbaum, Mathieu; Cybakov, … - 2014
Persistent link: https://www.econbiz.de/10010465161
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Oracle inequalities and optimal inference under group sparsity
Lounici, Karim; Pontil, Massimiliano; Cybakov, Aleksandr B. - 2010
Persistent link: https://www.econbiz.de/10009405971
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Detection boundary in sparse regression
Ingster, Yuri I.; Cybakov, Aleksandr B.; Verzelen, Nicolas - 2010
Persistent link: https://www.econbiz.de/10009405977
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Estimation of high-dimensional low rank matrices
Rohde, Angelika; Cybakov, Aleksandr B. - 2010
Persistent link: https://www.econbiz.de/10009405980
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High-dimensional instrumental variables regression and confidence sets
Gautier, Eric; Cybakov, Aleksandr B. - 2011
Persistent link: https://www.econbiz.de/10009406329
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Statistical inference in compound functional models
Dalalyan, Arnak S.; Ingster, Yuri I.; Cybakov, Aleksandr B. - 2012
Persistent link: https://www.econbiz.de/10009748895
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Pivotal estimation in high-dimensional regression via linear programming
Gautier, Eric; Cybakov, Aleksandr B. - 2013
Persistent link: https://www.econbiz.de/10010348592
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Empirical entropy, minimax regret and minimax risk
Rakhlin, Alexander; Sridharan, Karthik; Cybakov, … - 2013
Persistent link: https://www.econbiz.de/10010349144
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Optimal exponential bounds for aggregation if density estimators
Bellec, Pierre - 2015
Persistent link: https://www.econbiz.de/10011334084