Guillaume Lecué - Publications, H-index & Citations

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Guillaume Lecué

institut polytechnique de paris

19H-index

89Paper Count

1.0KCitation Count

Published Papers 11

Publication Date

ROBUST SUB-GAUSSIAN ESTIMATION OF A MEAN VECTOR IN NEARLY LINEAR TIME

ANNALS OF STATISTICS

IF3.7

2022-02-01

OAAI

Depersin, Jules; Lecue, Guillaume

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Robust classification via MOM minimization (vol 89, pg 561, 2020)

MACHINE LEARNING

IF2.9

2020-06-03

OAAI

Lecue, Guillaume; Lerasle, Matthieu; Mathieu, Timothee

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Robust classification via MOM minimization

MACHINE LEARNING

IF2.9

2020-04-27

OAAI

Lecue, Guillaume; Lerasle, Matthieu; Mathieu, Timlothee

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ROBUST MACHINE LEARNING BY MEDIAN-OF-MEANS: THEORY AND PRACTICE

ANNALS OF STATISTICS

IF3.7

2020-04-01

OAAI

Lecue, Guillaume; Lerasle, Matthieu

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ESTIMATION BOUNDS AND SHARP ORACLE INEQUALITIES OF REGULARIZED PROCEDURES WITH LIPSCHITZ LOSS FUNCTIONS

ANNALS OF STATISTICS

IF3.7

2019-08-01

OAAI

Alquier, Pierre; Cottet, Vincent; Lecue, Guillaume

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SLOPE MEETS LASSO: IMPROVED ORACLE BOUNDS AND OPTIMALITY

ANNALS OF STATISTICS

IF3.7

2018-12-02

102

OAAI

Bellec, Pierre C.; Lecue, Guillaume; Tsybakov, Alexandre B.

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REGULARIZATION AND THE SMALL-BALL METHOD I: SPARSE RECOVERY

ANNALS OF STATISTICS

IF3.7

2018-04-01

OAAI

Lecue, Guillaume; Mendelson, Shahar

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An IHT Algorithm for Sparse Recovery From Subexponential Measurements

ieee signal processing magazine

IF3.9

2017-09-01

OAAI

Foucart, Simon; Lecue, Guillaume

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OPTIMAL LEARNING WITH Q-AGGREGATION

ANNALS OF STATISTICS

IF3.7

2014-02-01

OAAI

Lecue, Guillaume; Rigollet, Philippe

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GENERAL NONEXACT ORACLE INEQUALITIES FOR CLASSES WITH A SUBEXPONENTIAL ENVELOPE

ANNALS OF STATISTICS

IF3.7

2012-04-01

OAAI

Lecue, Guillaume; Mendelson, Shahar

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Simultaneous adaptation to the margin and to complexity in classification

ANNALS OF STATISTICS

IF3.7

2007-08-01

OAAI

Lecue, Guillaume

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Research Directions