Nicolas Verzelen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 10

Top Topics

Distributional Clustering

Information Bottleneck

Top Venues

IEEE Trans. Inf. Theory

Publications

Emmanuel Pilliat, Alexandra Carpentier, Nicolas Verzelen
Optimal rates for ranking a permuted isotonic matrix in polynomial time. SODA (2024)
Victor Thuot, Alexandra Carpentier, Christophe Giraud, Nicolas Verzelen
Active clustering with bandit feedback. CoRR (2024)
Bertrand Even, Christophe Giraud, Nicolas Verzelen
Computation-information gap in high-dimensional clustering. COLT (2024)
El Mehdi Saad, Gilles Blanchard, Nicolas Verzelen
Covariance Adaptive Best Arm Identification. CoRR (2023)
El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier
Active Ranking of Experts Based on their Performances in Many Tasks. CoRR (2023)
El Mehdi Saad, Gilles Blanchard, Nicolas Verzelen
Covariance-adaptive best arm identification. NeurIPS (2023)
El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier
Active Ranking of Experts Based on their Performances in Many Tasks. ICML (2023)
Christophe Giraud, Nicolas Verzelen
Partial recovery bounds for clustering with the relaxed K-means. CoRR (2018)
Jess Banks, Cristopher Moore, Roman Vershynin, Nicolas Verzelen, Jiaming Xu
Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization. IEEE Trans. Inf. Theory 64 (7) (2018)
Jess Banks, Cristopher Moore, Roman Vershynin, Nicolas Verzelen, Jiaming Xu
Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization. ISIT (2017)
Nicolas Verzelen
Data-driven neighborhood selection of a Gaussian field. Comput. Stat. Data Anal. 54 (5) (2010)
Nicolas Verzelen, Fanny Villers
Tests for Gaussian graphical models. Comput. Stat. Data Anal. 53 (5) (2009)
Noel Cressie, Nicolas Verzelen
Conditional-mean least-squares fitting of Gaussian Markov random fields to Gaussian fields. Comput. Stat. Data Anal. 52 (5) (2008)