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Edoardo M. Airoldi, Ph.D. - Publications

Affiliations: 
2006 Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science, Statistics, Bioinformatics Biology
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38 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ghasemian A, Hosseinmardi H, Galstyan A, Airoldi EM, Clauset A. Stacking models for nearly optimal link prediction in complex networks. Proceedings of the National Academy of Sciences of the United States of America. PMID 32887799 DOI: 10.1073/Pnas.1914950117  0.357
2020 Franks AM, Airoldi EM, Rubin DB. Nonstandard conditionally specified models for nonignorable missing data. Proceedings of the National Academy of Sciences of the United States of America. PMID 32723822 DOI: 10.1073/Pnas.1815563117  0.332
2020 Forastiere L, Airoldi EM, Mealli F. Identification and estimation of treatment and interference effects in observational studies on networks Journal of the American Statistical Association. 1-18. DOI: 10.1080/01621459.2020.1768100  0.335
2019 Bhattacharya P, Phan TQ, Bai X, Airoldi EM. A Coevolution Model of Network Structure and User Behavior: The Case of Content Generation in Online Social Networks Information Systems Research. 30: 117-132. DOI: 10.1287/Isre.2018.0790  0.369
2019 Kao EK, Smith ST, Airoldi EM. Hybrid Mixed-Membership Blockmodel for Inference on Realistic Network Interactions Ieee Transactions On Network Science and Engineering. 6: 336-350. DOI: 10.1109/Tnse.2018.2823324  0.375
2018 Iosifidis G, Charette Y, Airoldi EM, Littera G, Tassiulas L, Christakis NA. Cyclic motifs in the Sardex monetary network. Nature Human Behaviour. 2: 822-829. PMID 31558815 DOI: 10.1038/S41562-018-0450-0  0.339
2018 Basse GW, Airoldi EM. Limitations of Design-based Causal Inference and A/B Testing under Arbitrary and Network Interference: Sociological Methodology. 48: 136-151. DOI: 10.1177/0081175018782569  0.321
2018 Basse GW, Airoldi EM. Model-assisted design of experiments in the presence of network-correlated outcomes Biometrika. 105: 849-858. DOI: 10.1093/Biomet/Asy036  0.349
2017 Han Q, Ding J, Airoldi EM, Tarokh V. SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series Ieee Transactions On Signal Processing. 65: 4994-5005. DOI: 10.1109/Tsp.2017.2716898  0.306
2017 Lunagómez S, Mukherjee S, Wolpert RL, Airoldi EM. Geometric Representations of Random Hypergraphs Journal of the American Statistical Association. 112: 363-383. DOI: 10.1080/01621459.2016.1141686  0.315
2016 Klionsky DJ, Abdelmohsen K, Abe A, Abedin MJ, Abeliovich H, Acevedo Arozena A, Adachi H, Adams CM, Adams PD, Adeli K, Adhihetty PJ, Adler SG, Agam G, Agarwal R, Aghi MK, ... ... Airoldi EM, et al. Guidelines for the use and interpretation of assays for monitoring autophagy (3rd edition). Autophagy. 12: 1-222. PMID 26799652 DOI: 10.1080/15548627.2015.1100356  0.3
2016 Roberts ME, Stewart BM, Airoldi EM. A Model of Text for Experimentation in the Social Sciences Journal of the American Statistical Association. 111: 988-1003. DOI: 10.1080/01621459.2016.1141684  0.365
2016 Blocker AW, Airoldi EM. Template-Based Models for Genome-Wide Analysis of Next-Generation Sequencing Data at Base-Pair Resolution Journal of the American Statistical Association. 111: 967-987. DOI: 10.1080/01621459.2016.1141095  0.311
2016 Airoldi EM, Bischof JM. Improving and Evaluating Topic Models and Other Models of Text Journal of the American Statistical Association. 111: 1381-1403. DOI: 10.1080/01621459.2015.1051182  0.352
2015 Airoldi EM, Toulis P. Scalable estimation strategies based on stochastic approximations: Classical results and new insights. Statistics and Computing. 25: 781-795. PMID 26139959 DOI: 10.1007/S11222-015-9560-Y  0.334
2015 Phan TQ, Airoldi EM. A natural experiment of social network formation and dynamics. Proceedings of the National Academy of Sciences of the United States of America. 112: 6595-600. PMID 25964337 DOI: 10.1073/Pnas.1404770112  0.321
2015 Franks AM, Csárdi G, Drummond DA, Airoldi EM. Estimating a structured covariance matrix from multi-lab measurements in high-throughput biology. Journal of the American Statistical Association. 110: 27-44. PMID 25954056 DOI: 10.1080/01621459.2014.964404  0.347
2015 Silva R, Kang SM, Airoldi EM. Predicting traffic volumes and estimating the effects of shocks in massive transportation systems. Proceedings of the National Academy of Sciences of the United States of America. 112: 5643-8. PMID 25902504 DOI: 10.1073/Pnas.1412908112  0.302
2014 Airoldi EM, Costa T, Bassetti F, Leisen F, Guindani M. Generalized species sampling priors with latent Beta reinforcements. Journal of the American Statistical Association. 109: 1466-1480. PMID 25870462 DOI: 10.1080/01621459.2014.950735  0.303
2014 Azizi E, Airoldi EM, Galagan JE. Learning modular structures from network data and node variables 31st International Conference On Machine Learning, Icml 2014. 4: 3300-3308.  0.475
2013 Airoldi EM, Wang X, Lin X. MULTI-WAY BLOCKMODELS FOR ANALYZING COORDINATED HIGH-DIMENSIONAL RESPONSES. The Annals of Applied Statistics. 7: 2431-2457. PMID 24587846 DOI: 10.1214/13-Aoas643  0.325
2013 Wallace EW, Airoldi EM, Drummond DA. Estimating selection on synonymous codon usage from noisy experimental data. Molecular Biology and Evolution. 30: 1438-53. PMID 23493257 DOI: 10.1093/Molbev/Mst051  0.315
2013 Airoldi EM, Blocker AW. Estimating latent processes on a network from indirect measurements Journal of the American Statistical Association. 108: 149-164. DOI: 10.1080/01621459.2012.756328  0.36
2012 Choi DS, Wolfe PJ, Airoldi EM. Stochastic blockmodels with a growing number of classes Biometrika. 99: 273-284. DOI: 10.1093/Biomet/Asr053  0.377
2011 Choi DS, Wolfe P, Airoldi EM. Confidence sets for network structure Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011. DOI: 10.1002/Sam.10136  0.395
2010 Silva R, Heller K, Ghahramani Z, Airoldi EM. RANKING RELATIONS USING ANALOGIES IN BIOLOGICAL AND INFORMATION NETWORKS. The Annals of Applied Statistics. 4: 615-644. PMID 24587838 DOI: 10.1214/09-Aoas321  0.317
2010 Airoldi EM, Erosheva EA, Fienberg SE, Joutard C, Love T, Shringarpure S. Reconceptualizing the classification of PNAS articles. Proceedings of the National Academy of Sciences of the United States of America. 107: 20899-904. PMID 21078953 DOI: 10.1073/Pnas.1013452107  0.66
2009 Airoldi EM, Huttenhower C, Gresham D, Lu C, Caudy AA, Dunham MJ, Broach JR, Botstein D, Troyanskaya OG. Predicting cellular growth from gene expression signatures. Plos Computational Biology. 5: e1000257. PMID 19119411 DOI: 10.1371/Journal.Pcbi.1000257  0.322
2009 Barutcuoglu Z, Airoldi EM, Dumeaux V, Schapire RE, Troyanskaya OG. Aneuploidy prediction and tumor classification with heterogeneous hidden conditional random fields. Bioinformatics (Oxford, England). 25: 1307-13. PMID 19052061 DOI: 10.1093/Bioinformatics/Btn585  0.308
2009 Goldenberg A, Zheng AX, Fienberg SE, Airoldi EM. A survey of statistical network models Foundations and Trends in Machine Learning. 2: 129-233. DOI: 10.1561/2200000005  0.487
2009 Airoldi EM, Blei DM, Fienberg SE, Xing EP. Mixed membership stochastic blockmodels Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 34-41.  0.408
2008 Airoldi EM, Blei DM, Fienberg SE, Xing EP. Mixed Membership Stochastic Blockmodels. Journal of Machine Learning Research : Jmlr. 9: 1981-2014. PMID 21701698  0.527
2007 Airoldi EM. Getting started in probabilistic graphical models. Plos Computational Biology. 3: e252. PMID 18069887 DOI: 10.1371/Journal.Pcbi.0030252  0.358
2007 Airoldi EM, Fienberg SE, Skinner KK. Whose ideas? Whose words? Authorship of Ronald Reagan's radio addresses Ps - Political Science and Politics. 40: 501-506. DOI: 10.1017/S1049096507070874  0.504
2007 Airoldi EM, Blei DM, Fienberg SE, Xing EP. Combining stochastic block models and mixed membership for statistical network analysis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4503: 57-74.  0.5
2006 Airoldi EM, Anderson AG, Fienberg SE, Skinner KK. Who wrote ronald Reagan's radio addresses? Bayesian Analysis. 1: 289-320. DOI: 10.1214/06-Ba110  0.504
2005 Airoldi EM, Carley KM. Sampling algorithms for pure network topologies Acm Sigkdd Explorations Newsletter. 7: 13-22. DOI: 10.1145/1117454.1117457  0.355
2005 Malin B, Airoldi E, Carley KM. A network analysis model for disambiguation of names in lists Computational and Mathematical Organization Theory. 11: 119-139. DOI: 10.1007/S10588-005-3940-3  0.392
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