{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T21:40:02Z","timestamp":1750369202154,"version":"3.41.0"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,3]]},"DOI":"10.1109\/icassp.2017.7953327","type":"proceedings-article","created":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T21:35:36Z","timestamp":1497994536000},"page":"6095-6099","source":"Crossref","is-referenced-by-count":10,"title":["Information theoretic structure learning with confidence"],"prefix":"10.1109","author":[{"given":"Kevin R.","family":"Moon","sequence":"first","affiliation":[]},{"given":"Morteza","family":"Noshad","sequence":"additional","affiliation":[]},{"given":"Salimeh Yasaei","family":"Sekeh","sequence":"additional","affiliation":[]},{"given":"Alfred O.","family":"Hero","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOS1037"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1109\/MSP.2010.939536","article-title":"Information-geometric dimensionality reduction","volume":"28","author":"kevin","year":"2011","journal-title":"IEEE Signal Processing Magazine"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"2093","DOI":"10.1109\/TPAMI.2009.67","article-title":"Fine: Fisher information nonparametric embedding","volume":"31","author":"kevin","year":"2009","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1090\/conm\/001"},{"journal-title":"Introduction to Graphical Modelling","year":"2012","author":"edwards","key":"ref11"},{"journal-title":"Probabilistic Reasoning in Intelligent Systems Networks of Plausible Inference","year":"2014","author":"pearl","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOS1070"},{"key":"ref14","first-page":"1771","article-title":"Learning latent tree graphical models","volume":"12","author":"jin choi","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2007.1010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.69.066138"},{"key":"ref17","first-page":"9","article-title":"Sample estimate of the entropy of a random vector","volume":"23","author":"kozachenko","year":"1987","journal-title":"Problemy Peredachi Informatsii"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"26209","DOI":"10.1103\/PhysRevE.76.026209","article-title":"Vladimir Protopopescu, and George Ostrouchov, “Relative performance of mutual information estimation methods for quantifying the dependence among short and noisy data","volume":"76","author":"shiraj","year":"2007","journal-title":"Physical Review E"},{"article-title":"Demystifying fixed k-nearest neighbor information estimators","year":"2016","author":"gao","key":"ref19"},{"article-title":"Nonparametric ensemble estimation of distributional functionals","year":"2016","author":"kevin","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/0165-1684(94)90029-9"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"1029","DOI":"10.1089\/cmb.2005.12.1029","article-title":"High throughput screening of co-expressed gene pairs with controlled false discovery rate (fdr) and minimum acceptable strength (mas)","volume":"12","author":"dongxiao","year":"2005","journal-title":"Journal of Computational Biology"},{"key":"ref3","first-page":"1849","article-title":"Estimation of Rényi entropy and mutual information based on generalized nearest-neighbor graphs","author":"p\u00e1l","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.830994"},{"article-title":"Information theoretic structure learning with confidence","year":"2017","author":"kevin","key":"ref29"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054142"},{"key":"ref8","first-page":"620","article-title":"Structured learning of gaussian graphical models","author":"mohan","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198522195.001.0001","author":"lauritzen","year":"1996","journal-title":"Graphical Models"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007958904918"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asm018"},{"journal-title":"Elements of Information Theory","year":"2012","author":"cover","key":"ref1"},{"key":"ref20","first-page":"919","article-title":"Nonparametric estimation of Rényi divergence and friends","author":"krishnamurthy","year":"2014","journal-title":"Proceedings of the 31st International Conference on Machine Learning"},{"key":"ref22","first-page":"397","article-title":"Nonparametric von Mises estimators for entropies, divergences and mutual informations","author":"kandasamy","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref21","first-page":"3032","article-title":"Exponential concentration of a density functional estimator","author":"singh","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2014.6874854"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2251456"},{"key":"ref26","article-title":"Improving convergence of divergence functional ensemble estimators","author":"kevin","year":"2016","journal-title":"2016 IEEE InternationalSymposium on Information Theory (ISIT)"},{"key":"ref25","first-page":"2420","article-title":"Multivariate f-divergence estimation with confidence","author":"moon","year":"2014","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2017,3,5]]},"location":"New Orleans, LA","end":{"date-parts":[[2017,3,9]]}},"container-title":["2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7943262\/7951776\/07953327.pdf?arnumber=7953327","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T20:59:47Z","timestamp":1750366787000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7953327\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/icassp.2017.7953327","relation":{},"subject":[],"published":{"date-parts":[[2017,3]]}}}