publications
publicationss in reversed chronological order.
2023

ICLRStatistical Guarantees for Consensus ClusteringIn ICLR 2023

ESAPerformance evaluation of automotive dealerships using grouped mixture of regressionsExpert Systems with Applications 2023
2022

Preprint

PreprintA nongraphical representation of conditional independence via the neighbourhood latticePreprint 2022
2021
2020

JSAITGeneralized Autoregressive Linear Models for Discrete HighDimensional DataIEEE Journal on Selected Areas in Information Theory 2020
2019
2018
2017
2015

Tech ReportIdentifiability of Gaussian DAGs in the equalvariance case: A linearalgebraic proofTechnical Report 2015
2013

PreprintBayesian inference as iterated random functions with applications to sequential inference in graphical modelsPreprint 2013

ITITSequential Detection of Multiple Change Points in Networks: A Graphical Model ApproachIEEE Transactions on Information Theory 2013
2012

ISITMessagepassing sequential detection of multiple change points in networksIn IEEE International Symposium on Information Theory (ISIT) 2012
2009
2008

ISITHighdimensional analysis of semidefinite relaxations for sparse principal componentsIn IEEE International Symposium on Information Theory (ISIT) 2008
2006

MaxEntA fast method for sparse component analysis based on iterative detectionprojectionIn Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt) 2006

EUSIPCOA new approach for sparse decomposition and sparse source separationIn European Signal Processing Conference (EUSIPCO) 2006