Yves F. Atchadé

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 12

Top Topics

Change Point Detection

High Dimensions

Canonical Correlation Analysis

Gaussian Graphical Models

Top Venues

J. Mach. Learn. Res.

J. Appl. Probab.

Publications

Yi Sun, Debarghya Mukherjee, Yves F. Atchadé
On the estimation rate of Bayesian PINN for inverse problems. CoRR (2024)
Yves F. Atchadé, Xinru Liu, Qiuyun Zhu
A statistical perspective on algorithm unrolling models for inverse problems. CoRR (2023)
Yves F. Atchadé
Approximate Spectral Gaps for Markov Chain Mixing Times in High Dimensions. SIAM J. Math. Data Sci. 3 (3) (2021)
Hossein Keshavarz, George Michailidis, Yves F. Atchadé
Sequential change-point detection in high-dimensional Gaussian graphical models. J. Mach. Learn. Res. 21 (2020)
Joonha Park, Yves F. Atchadé
Markov chain Monte Carlo algorithms with sequential proposals. Stat. Comput. 30 (5) (2020)
Qiuyun Zhu, Yves F. Atchadé
On Bayesian sparse canonical correlation analysis via Rayleigh quotient framework. CoRR (2020)
Yves F. Atchadé
Quasi-Bayesian estimation of large Gaussian graphical models. J. Multivar. Anal. 173 (2019)
Leland Bybee, Yves F. Atchadé
Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points. J. Mach. Learn. Res. 19 (2018)
Gersende Fort, Laurent Risser, Yves F. Atchadé, Eric Moulines
Stochastic Fista Algorithms: So Fast ? SSP (2018)
Hossein Keshavarz, George Michailidis, Yves F. Atchadé
Sequential change-point detection in high-dimensional Gaussian graphical models. CoRR (2018)
Yves F. Atchadé, Gersende Fort, Eric Moulines
On Perturbed Proximal Gradient Algorithms. J. Mach. Learn. Res. 18 (2017)
Yves F. Atchadé, Yizao Wang
On the convergence rates of some adaptive Markov chain Monte Carlo algorithms. J. Appl. Probab. 52 (3) (2015)
Jing Wang, Yves F. Atchadé
Approximate Bayesian Computation for Exponential Random Graph Models for Large Social Networks. Commun. Stat. Simul. Comput. 43 (2) (2014)
Jing Wang, Anocha Aribarg, Yves F. Atchadé
Modeling Choice Interdependence in a Social Network. Mark. Sci. 32 (6) (2013)
Yves F. Atchadé, Gareth O. Roberts, Jeffrey S. Rosenthal
Towards optimal scaling of metropolis-coupled Markov chain Monte Carlo. Stat. Comput. 21 (4) (2011)
Yves F. Atchadé
A computational framework for empirical Bayes inference. Stat. Comput. 21 (4) (2011)
Christophe Andrieu, Yves F. Atchadé
On the efficiency of adaptive MCMC algorithms. VALUETOOLS (2006)