Sylvain Sardy

Sylvain Sardy

Université de Genève

H-index: 19

Europe-Switzerland

About Sylvain Sardy

Sylvain Sardy, With an exceptional h-index of 19 and a recent h-index of 13 (since 2020), a distinguished researcher at Université de Genève, specializes in the field of Statistical machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Spatial estimation of virus infection propensity in hosts determined from GPS-based space-time locations

Sparse additive models in high dimensions with wavelets

A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks

Robust Lasso‐Zero for sparse corruption and model selection with missing covariates

Thresholding tests based on affine LASSO to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension

Nonparametric Estimation of Galaxy Cluster Emissivity and Detection of Point Sources in Astrophysics With Two Lasso Penalties

Evaluation of performance of energy efficient hybrid ventilation system and analysis of occupants’ behavior to control windows

Model selection with lasso-zero: adding straw to the haystack to better find needles

Sylvain Sardy Information

University

Position

___

Citations(all)

2084

Citations(since 2020)

622

Cited By

1720

hIndex(all)

19

hIndex(since 2020)

13

i10Index(all)

28

i10Index(since 2020)

18

Email

University Profile Page

Université de Genève

Google Scholar

View Google Scholar Profile

Sylvain Sardy Skills & Research Interests

Statistical machine learning

Top articles of Sylvain Sardy

Title

Journal

Author(s)

Publication Date

Spatial estimation of virus infection propensity in hosts determined from GPS-based space-time locations

arXiv preprint arXiv:2404.04455

Jairo Diaz-Rodriguez

Juan Pablo Gomez

Jeremy P Orange

Samantha M Wisely

Jason K Blackburn

...

2024/4/5

Sparse additive models in high dimensions with wavelets

Scandinavian Journal of Statistics

Sylvain Sardy

Xiaoyu Ma

2024/3

A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks

Statistics and Computing

Xiaoyu Ma

Sylvain Sardy

Nick Hengartner

Nikolai Bobenko

Yen Ting Lin

2022/12

Robust Lasso‐Zero for sparse corruption and model selection with missing covariates

Scandinavian Journal of Statistics

Pascaline Descloux

Claire Boyer

Julie Josse

Aude Sportisse

Sylvain Sardy

2022/12

Thresholding tests based on affine LASSO to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension

Computational Statistics & Data Analysis

Sylvain Sardy

Jairo Diaz-Rodriguez

Caroline Giacobino

2022/9/1

Nonparametric Estimation of Galaxy Cluster Emissivity and Detection of Point Sources in Astrophysics With Two Lasso Penalties

Journal of the American Statistical Association

Jairo Diaz-Rodriguez

Dominique Eckert

Hatef Monajemi

Stéphane Paltani

Sylvain Sardy

2021/7/3

Evaluation of performance of energy efficient hybrid ventilation system and analysis of occupants’ behavior to control windows

Building and Environment

Haein Cho

Daniel Cabrera

Sylvain Sardy

Romain Kilchherr

Selin Yilmaz

...

2021/1/15

Model selection with lasso-zero: adding straw to the haystack to better find needles

Journal of Computational and Graphical Statistics

Pascaline Descloux

Sylvain Sardy

2021/9/16

Effects of the interactive web-based video “Mon coeur, Mon BASIC” on drug adherence of patients with myocardial infarction: randomized controlled trial

Journal of Medical Internet Research

Christel Bruggmann

Julien Adjedj

Sylvain Sardy

Olivier Muller

Pierre Voirol

...

2021/8/30

See List of Professors in Sylvain Sardy University(Université de Genève)

Co-Authors

H-index: 49
Donald Percival

Donald Percival

University of Washington

H-index: 39
Werner Stuetzle

Werner Stuetzle

University of Washington

H-index: 25
Yvan Velenik

Yvan Velenik

Université de Genève

H-index: 7
Hatef Monajemi

Hatef Monajemi

Stanford University

H-index: 2
Jairo Diaz-Rodriguez

Jairo Diaz-Rodriguez

Universidad del Norte

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