1

Detecting Markov random fields hidden in white noise

Arias-Castro, Ery, Bubeck, Sébastien, Lugosi, Gábor, Verzelen, Nicolas
Journal:
Bernoulli
Year:
2018
Language:
english
File:
PDF, 327 KB
english, 2018
2

High-Dimensional Regression with Unknown Variance

Giraud, Christophe, Huet, Sylvie, Verzelen, Nicolas
Journal:
Statistical Science
Year:
2012
Language:
english
File:
PDF, 340 KB
english, 2012
3

Minimax adaptive tests for the functional linear model

Hilgert, Nadine, Mas, André, Verzelen, Nicolas
Journal:
The Annals of Statistics
Year:
2013
Language:
english
File:
PDF, 331 KB
english, 2013
4

Graph Selection with GGMselect

Giraud, Christophe, Huet, Sylvie, Verzelen, Nicolas
Journal:
Statistical Applications in Genetics and Molecular Biology
Year:
2012
Language:
english
File:
PDF, 562 KB
english, 2012
8

Data-driven neighborhood selection of a Gaussian field

Nicolas Verzelen
Journal:
Computational Statistics & Data Analysis
Year:
2010
Language:
english
File:
PDF, 1001 KB
english, 2010
10

Community detection in dense random networks

Arias-Castro, Ery, Verzelen, Nicolas
Journal:
The Annals of Statistics
Year:
2014
Language:
english
File:
PDF, 292 KB
english, 2014
11

ADAPTIVE ESTIMATION OF STATIONARY GAUSSIAN FIELDS

Nicolas Verzelen
Journal:
The Annals of Statistics
Year:
2010
Language:
english
File:
PDF, 2.83 MB
english, 2010
12

Community detection in sparse random networks

Verzelen, Nicolas, Arias-Castro, Ery
Journal:
The Annals of Applied Probability
Year:
2015
Language:
english
File:
PDF, 454 KB
english, 2015
15

Detection boundary in sparse regression

Ingster, Yuri I., Tsybakov, Alexandre B., Verzelen, Nicolas
Journal:
Electronic Journal of Statistics
Year:
2010
Language:
english
File:
PDF, 495 KB
english, 2010
16

Minimax risks for sparse regressions: Ultra-high dimensional phenomenons

Verzelen, Nicolas
Journal:
Electronic Journal of Statistics
Year:
2012
Language:
english
File:
PDF, 596 KB
english, 2012
17

Adaptive estimation of covariance matrices via Cholesky decomposition

Verzelen, Nicolas
Journal:
Electronic Journal of Statistics
Year:
2010
Language:
english
File:
PDF, 442 KB
english, 2010
18

Goodness-of-fit tests for high-dimensional Gaussian linear models

Verzelen, Nicolas, Villers, Fanny
Journal:
The Annals of Statistics
Year:
2010
Language:
english
File:
PDF, 423 KB
english, 2010
20

Adaptive estimation of stationary Gaussian fields

Verzelen, Nicolas
Journal:
The Annals of Statistics
Year:
2010
Language:
english
File:
PDF, 403 KB
english, 2010
21

Detection and feature selection in sparse mixture models

Verzelen, Nicolas, Arias-Castro, Ery
Journal:
The Annals of Statistics
Year:
2017
Language:
english
File:
PDF, 350 KB
english, 2017
24

Adaptive estimation of high-dimensional signal-to-noise ratios

Verzelen, Nicolas, Gassiat, Elisabeth
Journal:
Bernoulli
Year:
2018
Language:
english
File:
PDF, 270 KB
english, 2018
25

Adaptive estimation of the sparsity in the Gaussian vector model

Carpentier, Alexandra, Verzelen, Nicolas
Journal:
The Annals of Statistics
Year:
2019
Language:
english
File:
PDF, 336 KB
english, 2019
26

Optimal graphon estimation in cut distance

Klopp, Olga, Verzelen, Nicolas
Journal:
Probability Theory and Related Fields
Year:
2019
Language:
english
File:
PDF, 929 KB
english, 2019