Edoardo M. Airoldi

83 papers A* 11A 7B 1C 1Journal 42Unranked 16

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference. ICLR Chencheng Cai, Xu Zhang, Edoardo M. Airoldi
2022	J	`jnl`	Estimating Causal Effects under Network Interference with Bayesian Generalized Propensity Scores. J. Mach. Learn. Res. Laura Forastiere, Fabrizia Mealli, Albert Wu, Edoardo M. Airoldi
2022	J	`jnl`	Graph Agnostic Randomized Experimental Design. CoRR Christina Lee Yu, Edoardo M. Airoldi, Christian Borgs, Jennifer T. Chayes
2022	J	`jnl`	Wrapped Distributions on homogeneous Riemannian manifolds. CoRR Fernando Galaz-García, Marios Papamichalis, Kathryn Turnbull, Simón Lunagómez, Edoardo M. Airoldi
2020	J	`jnl`	Stacking models for nearly optimal link prediction in complex networks. Proc. Natl. Acad. Sci. USA Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, Aaron Clauset
2019	J	`jnl`	A Coevolution Model of Network Structure and User Behavior: The Case of Content Generation in Online Social Networks. Inf. Syst. Res. Prasanta Bhattacharya, Tuan Quang Phan, Xue Bai, Edoardo M. Airoldi
2019	J	`jnl`	Hybrid Mixed-Membership Blockmodel for Inference on Realistic Network Interactions. IEEE Trans. Netw. Sci. Eng. Edward K. Kao, Steven Thomas Smith, Edoardo M. Airoldi
2019	J	`jnl`	Stacking Models for Nearly Optimal Link Prediction in Complex Networks. CoRR Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, Aaron Clauset
2018	B	`conf`	Estimating Causal Effects on Social Networks. DSAA Laura Forastiere, Fabrizia Mealli, Albert Wu, Edoardo M. Airoldi
2018	A*	`conf`	Optimizing Cluster-based Randomized Experiments under Monotonicity. KDD Jean Pouget-Abadie, Vahab S. Mirrokni, David C. Parkes, Edoardo M. Airoldi
2017	—	`conf`	Bias reduction of peer influence effects with latent coordinates and community membership. IEEE BigData Daniel Rajchwald, Natasha Markuzon, Edoardo M. Airoldi
2017	A*	`conf`	Detecting Network Effects: Randomizing Over Randomized Experiments. KDD Martin Saveski, Jean Pouget-Abadie, Guillaume Saint-Jacques, Weitao Duan, Souvik Ghosh, Ya Xu, Edoardo M. Airoldi
2017	—	`conf`	Modeling nonlinearity in multi-dimensional dependent data. GlobalSIP Qiuyi Han, Jie Ding, Edoardo M. Airoldi, Vahid Tarokh
2017	J	`jnl`	Post-transcriptional regulation across human tissues. PLoS Comput. Biol. Alexander Franks, Edoardo M. Airoldi, Nikolai Slavov
2017	J	`jnl`	SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series. IEEE Trans. Signal Process. Qiuyi Han, Jie Ding, Edoardo M. Airoldi, Vahid Tarokh
2016	J	`jnl`	Assessing the Impact of Granular Privacy Controls on Content Sharing and Disclosure on Facebook. Inf. Syst. Res. Huseyin Cavusoglu, Tuan Quang Phan, Hasan Cavusoglu, Edoardo M. Airoldi
2016	—	`ch.`	Stochastic Gradient Methods for Principled Estimation with Large Datasets. Handbook of Big Data Panos Toulis, Edoardo M. Airoldi
2016	A	`conf`	Towards Stability and Optimality in Stochastic Gradient Descent. AISTATS Panos Toulis, Dustin Tran, Edoardo M. Airoldi
2015	—	`conf`	Analyzing the Co-evolution of Network Structure and Content Generation in Online Social Networks. ECIS Prasanta Bhattacharya, Tuan Quang Phan, Edoardo M. Airoldi
2015	A*	`conf`	Consistent estimation of dynamic and multi-layer block models. ICML Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi
2015	—	`conf`	Copula variational inference. NIPS Dustin Tran, David M. Blei, Edoardo M. Airoldi
2015	J	`jnl`	Investigating The Impact Of Network Effects On Content Generation: Evidence From A Large Online Student Network. CoRR Prasanta Bhattacharya, Tuan Quang Phan, Xue Bai, Edoardo M. Airoldi
2015	C	`conf`	Investigating the Impact of Network Effects on Content Generation: Evidence from a Large Online Student Network. ICIS Prasanta Bhattacharya, Tuan Phan, Edoardo M. Airoldi
2015	J	`jnl`	Optimal design of experiments in the presence of network-correlated outcomes. CoRR Guillaume W. Basse, Edoardo M. Airoldi
2015	—	`conf`	Privacy Controls and Disclosure Behavior. AMCIS Edoardo M. Airoldi, Hasan Cavusoglu, Huseyin Cavusoglu, Tuan Quang Phan
2015	J	`jnl`	Quantitative visualization of alternative exon expression from RNA-seq data. Bioinform. Yarden Katz, Eric T. Wang, Jacob Silterra, Schraga Schwartz, Bang Wong, Helga Thorvaldsdóttir, James T. Robinson, Jill P. Mesirov, Edoardo M. Airoldi, Christopher B. Burge
2015	J	`jnl`	Scalable estimation strategies based on stochastic approximations: classical results and new insights. Stat. Comput. Panos Toulis, Edoardo M. Airoldi
2015	J	`jnl`	Stability and optimality in stochastic gradient descent. CoRR Panos Toulis, Dustin Tran, Edoardo M. Airoldi
2015	J	`jnl`	Variational inference with copula augmentation. CoRR Dustin Tran, David M. Blei, Edoardo M. Airoldi
2014	A*	`conf`	A Consistent Histogram Estimator for Exchangeable Graph Models. ICML Stanley H. Chan, Edoardo M. Airoldi
2014	J	`jnl`	Consistent Estimation of Dynamic and Multi-layer Networks. CoRR Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi
2014	—	`book`	Handbook of Mixed Membership Models and Their Applications. Edoardo M. Airoldi, David M. Blei, Elena A. Erosheva, Stephen E. Fienberg
2014	J	`jnl`	Implicit Temporal Differences. CoRR Aviv Tamar, Panos Toulis, Shie Mannor, Edoardo M. Airoldi
2014	—	`ch.`	Introduction to Mixed Membership Models and Methods. Handbook of Mixed Membership Models and Their Applications Edoardo M. Airoldi, David M. Blei, Elena A. Erosheva, Stephen E. Fienberg
2014	A*	`conf`	Learning Modular Structures from Network Data and Node Variables. ICML Elham Azizi, Edoardo M. Airoldi, James E. Galagan
2014	J	`jnl`	Learning modular structures from network data and node variables. CoRR Elham Azizi, James E. Galagan, Edoardo M. Airoldi
2014	A	`conf`	Nonparametric estimation and testing of exchangeable graph models. AISTATS Justin Yang, Christina Han, Edoardo M. Airoldi
2014	—	`ch.`	Robust Estimation of Topic Summaries Leveraging Word Frequency and Exclusivity. Handbook of Mixed Membership Models and Their Applications Jonathan M. Bischof, Edoardo M. Airoldi
2014	A*	`conf`	Statistical analysis of stochastic gradient methods for generalized linear models. ICML Panagiotis Toulis, Edoardo M. Airoldi, Jason Rennie
2013	—	`conf`	Estimation of exchangeable graph models by stochastic blockmodel approximation. GlobalSIP Stanley H. Chan, Thiago B. Costa, Edoardo M. Airoldi
2013	—	`conf`	Stochastic blockmodel approximation of a graphon: Theory and consistent estimation. NIPS Edoardo M. Airoldi, Thiago B. Costa, Stanley H. Chan
2013	J	`jnl`	Stochastic blockmodel approximation of a graphon: Theory and consistent estimation. CoRR Edoardo M. Airoldi, Thiago B. Costa, Stanley H. Chan
2012	A*	`conf`	Capturing topical content with frequency and exclusivity. ICML Jonathan Bischof, Edoardo M. Airoldi
2012	J	`jnl`	Graphlet decomposition of a weighted network CoRR Hossein Azari Soufiani, Edoardo M. Airoldi
2012	A	`conf`	Graphlet decomposition of a weighted network. AISTATS Hossein Azari Soufiani, Edoardo M. Airoldi
2012	J	`jnl`	Summarizing topical content with word frequency and exclusivity CoRR Jonathan Bischof, Edoardo M. Airoldi
2011	J	`jnl`	An entropy approach to disclosure risk assessment: Lessons from real applications and simulated domains. Decis. Support Syst. Edoardo M. Airoldi, Xue Bai, Bradley A. Malin
2011	—	`conf`	Confidence Sets for Network Structure. NIPS David S. Choi, Patrick J. Wolfe, Edoardo M. Airoldi
2011	J	`jnl`	Confidence sets for network structure CoRR Edoardo M. Airoldi, David S. Choi, Patrick J. Wolfe
2011	J	`jnl`	Confidence sets for network structure. Stat. Anal. Data Min. Edoardo M. Airoldi, David S. Choi, Patrick J. Wolfe
2011	J	`jnl`	Deconvolution of mixing time series on a graph CoRR Alexander W. Blocker, Edoardo M. Airoldi
2011	A	`conf`	Deconvolution of mixing time series on a graph. UAI Alexander W. Blocker, Edoardo M. Airoldi
2011	J	`jnl`	Network sampling and classification: An investigation of network model representations. Decis. Support Syst. Edoardo M. Airoldi, Xue Bai, Kathleen M. Carley
2011	A	`conf`	Polytope samplers for inference in ill-posed inverse problems. AISTATS Edoardo M. Airoldi, Bertrand Haas
2011	J	`jnl`	Small sets of interacting proteins suggest functional linkage mechanisms via Bayesian analogical reasoning. Bioinform. Edoardo M. Airoldi, Katherine A. Heller, Ricardo Bezerra de Andrade e Silva
2011	A*	`conf`	Tree preserving embedding. ICML Albert Shieh, Tatsunori B. Hashimoto, Edoardo M. Airoldi
2010	J	`jnl`	Generalized Species Sampling Priors with Latent Beta reinforcements CoRR Edoardo M. Airoldi, Federico Bassetti, Michele Guindani, Fabrizio Leisen
2010	J	`jnl`	Mapping Dynamic Histone Acetylation Patterns to Gene Expression in Nanog-Depleted Murine Embryonic Stem Cells. PLoS Comput. Biol. Florian Markowetz, Klaas W. Mulder, Edoardo M. Airoldi, Ihor Lemischka, Olga G. Troyanskaya
2010	J	`jnl`	Stochastic blockmodels with growing number of classes CoRR David S. Choi, Patrick J. Wolfe, Edoardo M. Airoldi
2009	J	`jnl`	A Survey of Statistical Network Models. Found. Trends Mach. Learn. Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg, Edoardo M. Airoldi
2009	J	`jnl`	A survey of statistical network models. CoRR Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg, Edoardo M. Airoldi
2009	J	`jnl`	Aneuploidy prediction and tumor classification with heterogeneous hidden conditional random fields. Bioinform. Zafer Barutçuoglu, Edoardo M. Airoldi, Vanessa Dumeaux, Robert E. Schapire, Olga G. Troyanskaya
2009	J	`jnl`	Predicting Cellular Growth from Gene Expression Signatures. PLoS Comput. Biol. Edoardo M. Airoldi, Curtis Huttenhower, David Gresham, Charles Lu, Amy A. Caudy, Maitreya J. Dunham, James R. Broach, David Botstein, Olga G. Troyanskaya
2009	J	`jnl`	Ranking Relations using Analogies in Biological and Information Networks CoRR Ricardo Bezerra de Andrade e Silva, Katherine A. Heller, Zoubin Ghahramani, Edoardo M. Airoldi
2008	—	`conf`	Mixed Membership Stochastic Blockmodels. NIPS Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
2008	J	`jnl`	Mixed Membership Stochastic Blockmodels. J. Mach. Learn. Res. Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
2007	—	`conf`	A New Machine Learning Classifier for High Dimensional Healthcare Data. MedInfo Rema Padman, Xue Bai, Edoardo M. Airoldi
2007	—	`conf`	Confidentiality Preserving Audits of Electronic Medical Record Access. MedInfo Bradley A. Malin, Edoardo M. Airoldi
2007	J	`jnl`	Getting Started in Probabilistic Graphical Models. PLoS Comput. Biol. Edoardo M. Airoldi
2007	J	`jnl`	Getting started in probabilistic graphical models. CoRR Edoardo M. Airoldi
2007	J	`jnl`	Mixed membership stochastic blockmodels. CoRR Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
2007	—	`ed.`	Statistical Network Analysis: Models, Issues, and New Directions - ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers SNA@ICML Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Anna Goldenberg, Eric P. Xing, Alice X. Zheng
2006	—	`conf`	Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis. SNA@ICML Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
2006	A	`conf`	The Effects of Location Access Behavior on Re-identification Risk in a Distributed Environment. Privacy Enhancing Technologies Bradley A. Malin, Edoardo M. Airoldi
2005	J	`jnl`	A Network Analysis Model for Disambiguation of Names in Lists. Comput. Math. Organ. Theory Bradley A. Malin, Edoardo M. Airoldi, Kathleen M. Carley
2005	—	`conf`	A latent mixed membership model for relational data. LinkKDD Edoardo M. Airoldi, David M. Blei, Eric P. Xing, Stephen E. Fienberg
2005	A*	`conf`	Configurable Security Protocols for Multi-party Data Analysis with Malicious Participants. ICDE Bradley A. Malin, Edoardo M. Airoldi, Samuel Edoho-Eket, Yiheng Li
2005	A	`conf`	Integrating Utility into Face De-identification. Privacy Enhancing Technologies Ralph Gross, Edoardo M. Airoldi, Bradley A. Malin, Latanya Sweeney
2005	—	`conf`	On Learning Parsimonious Models for Extracting Consumer Opinions. HICSS Xue Bai, Rema Padman, Edoardo M. Airoldi
2005	J	`jnl`	Sampling algorithms for pure network topologies: a study on the stability and the separability of metric embeddings. SIGKDD Explor. Edoardo M. Airoldi, Kathleen M. Carley
2005	—	`conf`	Technologies to Defeat Fraudulent Schemes Related to Email Requests. AAAI Spring Symposium: AI Technologies for Homeland Security Edoardo M. Airoldi, Bradley A. Malin, Latanya Sweeney
2004	—	`conf`	Markov Blankets and Meta-heuristics Search: Sentiment Extraction from Unstructured Texts. WebKDD Edoardo M. Airoldi, Xue Bai, Rema Padman
2004	A*	`conf`	Recovering latent time-series from their observed sums: network tomography with particle filters. KDD Edoardo M. Airoldi, Christos Faloutsos