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Articles by Olga Klopp

Change-Point Detection in Dynamic Networks with Missing Links
13 March 2025 by Farida Enikeeva and Olga Klopp
Statistics Theory
Low-Rank Graphon Estimation: Theory and Applications to Graphon Games
12 March 2025 by Olga Klopp and Fedor Noskov
Statistics Theory
Understanding the Effect of GCN Convolutions in Regression Tasks
26 October 2024 by Juntong Chen and others
Machine Learning, Statistics Theory
Generalized multi-view model: Adaptive density estimation under low-rank constraints
22 October 2024 by Julien Chhor and others
Statistics Theory
One-Bit Total Variation Denoising over Networks with Applications to Partially Observed Epidemics
6 September 2024 by Claire Donnat and others
Methodology
Change point detection in low-rank VAR processes
29 April 2023 by Farida Enikeeva and others
Statistics Theory
Optimality of variational inference for stochastic block model with missing links
5 November 2021 by Solenne Gaucher and Olga Klopp
Statistics Theory
Assigning Topics to Documents by Successive Projections
8 July 2021 by Olga Klopp and others
Statistics Theory
Maximum Likelihood Estimation of Sparse Networks with Missing Observations
27 April 2021 by Solenne Gaucher and Olga Klopp
Statistics Theory
Outliers Detection in Networks with Missing Links
1 December 2020 by Solenne Gaucher and others
Machine Learning, Social and Information Networks
Collective Matrix Completion
18 June 2019 by Mokhtar Alaya and Olga Klopp
Machine Learning
Main effects and interactions in mixed and incomplete data frames
26 March 2019 by Geneviève Robin and others
Methodology
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames
20 December 2018 by Geneviève Robin and others at LogoCMAP
Machine Learning
Optimal graphon estimation in cut distance
16 October 2018 by Olga Klopp and Nicolas Verzélen
Statistics Theory
Structured Matrix Estimation and Completion
7 July 2017 by Olga Klopp and others
Statistics Theory
Constructing confidence sets for the matrix completion problem
10 April 2017 by Alexandra Carpentier and others
Statistics Theory
Adaptive confidence sets for matrix completion
6 February 2017 by Alexandra Carpentier and others
Statistics Theory
Robust Matrix Completion
4 July 2016 by Olga Klopp and others
Statistics Theory
Oracle inequalities for network models and sparse graphon estimation
18 February 2016 by Olga Klopp and others
Statistics Theory
Estimation of matrices with row sparsity
1 September 2015 by O. Klopp and A. Tsybakov
Statistics Theory
Matrix completion by singular value thresholding: sharp bounds
31 January 2015 by Olga Klopp at LogoMODAL’X
Statistics Theory
Probabilistic low-rank matrix completion on finite alphabets
8 December 2014 by Jean Lafond and others at LogoLTCI
Statistics Theory, Machine Learning
Adaptive Multinomial Matrix Completion
26 August 2014 by Olga Klopp and others at LogoLTCI
Statistics Theory, Machine Learning
Sparse high-dimensional varying coefficient model: non-asymptotic minimax study
15 May 2014 by Olga Klopp and Marianna Pensky
Statistics Theory
Non-asymptotic approach to varying coefficient model
6 February 2013 by Olga Klopp and Marianna Pensky at LogoUniversity of Central Florida
Statistics Theory
Noisy low-rank matrix completion with general sampling distribution
16 June 2012 by Olga Klopp
Statistics Theory
High dimensional matrix estimation with unknown variance of the noise
9 February 2012 by Olga Klopp
Statistics Theory
Rank penalized estimators for high-dimensional matrices
12 September 2011 by Olga Klopp
Statistics Theory