Edoardo M. Airoldi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 28

Top Topics

Temporal Difference

Stochastic Gradient Descent

Riemannian Manifolds

Top Venues

Inf. Syst. Res.

Publications

Chencheng Cai, Xu Zhang, Edoardo M. Airoldi
Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference. ICLR (2024)
Laura Forastiere, Fabrizia Mealli, Albert Wu, Edoardo M. Airoldi
Estimating Causal Effects under Network Interference with Bayesian Generalized Propensity Scores. J. Mach. Learn. Res. 23 (2022)
Christina Lee Yu, Edoardo M. Airoldi, Christian Borgs, Jennifer T. Chayes
Graph Agnostic Randomized Experimental Design. CoRR (2022)
Fernando Galaz-Garcia, Marios Papamichalis, Kathryn Turnbull, Simon Lunagomez, Edoardo M. Airoldi
Wrapped Distributions on homogeneous Riemannian manifolds. CoRR (2022)
Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, Aaron Clauset
Stacking models for nearly optimal link prediction in complex networks. Proc. Natl. Acad. Sci. USA 117 (38) (2020)
Prasanta Bhattacharya, Tuan Quang Phan, Xue Bai, Edoardo M. Airoldi
A Coevolution Model of Network Structure and User Behavior: The Case of Content Generation in Online Social Networks. Inf. Syst. Res. 30 (1) (2019)
Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, Aaron Clauset
Stacking Models for Nearly Optimal Link Prediction in Complex Networks. CoRR (2019)
Edward K. Kao, Steven Thomas Smith, Edoardo M. Airoldi
Hybrid Mixed-Membership Blockmodel for Inference on Realistic Network Interactions. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
Laura Forastiere, Fabrizia Mealli, Albert Wu, Edoardo M. Airoldi
Estimating Causal Effects on Social Networks. DSAA (2018)
Jean Pouget-Abadie, Vahab S. Mirrokni, David C. Parkes, Edoardo M. Airoldi
Optimizing Cluster-based Randomized Experiments under Monotonicity. KDD (2018)
Qiuyi Han, Jie Ding, Edoardo M. Airoldi, Vahid Tarokh
Modeling nonlinearity in multi-dimensional dependent data. GlobalSIP (2017)
Alexander Franks, Edoardo M. Airoldi, Nikolai Slavov
Post-transcriptional regulation across human tissues. PLoS Comput. Biol. 13 (5) (2017)
Daniel Rajchwald, Natasha Markuzon, Edoardo M. Airoldi
Bias reduction of peer influence effects with latent coordinates and community membership. IEEE BigData (2017)
Martin Saveski, Jean Pouget-Abadie, Guillaume Saint-Jacques, Weitao Duan, Souvik Ghosh, Ya Xu, Edoardo M. Airoldi
Detecting Network Effects: Randomizing Over Randomized Experiments. KDD (2017)
Qiuyi Han, Jie Ding, Edoardo M. Airoldi, Vahid Tarokh
SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series. IEEE Trans. Signal Process. 65 (19) (2017)
Panos Toulis, Dustin Tran, Edoardo M. Airoldi
Towards Stability and Optimality in Stochastic Gradient Descent. AISTATS (2016)
Huseyin Cavusoglu, Tuan Quang Phan, Hasan Cavusoglu, Edoardo M. Airoldi
Assessing the Impact of Granular Privacy Controls on Content Sharing and Disclosure on Facebook. Inf. Syst. Res. 27 (4) (2016)
Guillaume W. Basse, Edoardo M. Airoldi
Optimal design of experiments in the presence of network-correlated outcomes. CoRR (2015)
Dustin Tran, David M. Blei, Edoardo M. Airoldi
Variational inference with copula augmentation. CoRR (2015)
Prasanta Bhattacharya, Tuan Quang Phan, Xue Bai, Edoardo M. Airoldi
Investigating The Impact Of Network Effects On Content Generation: Evidence From A Large Online Student Network. CoRR (2015)
Edoardo M. Airoldi, Hasan Cavusoglu, Huseyin Cavusoglu, Tuan Quang Phan
Privacy Controls and Disclosure Behavior. AMCIS (2015)
Panos Toulis, Dustin Tran, Edoardo M. Airoldi
Stability and optimality in stochastic gradient descent. CoRR (2015)
Panos Toulis, Edoardo M. Airoldi
Scalable estimation strategies based on stochastic approximations: classical results and new insights. Stat. Comput. 25 (4) (2015)
Dustin Tran, David M. Blei, Edoardo M. Airoldi
Copula variational inference. NIPS (2015)
Prasanta Bhattacharya, Tuan Phan, Edoardo M. Airoldi
Investigating the Impact of Network Effects on Content Generation: Evidence from a Large Online Student Network. ICIS (2015)
Prasanta Bhattacharya, Tuan Quang Phan, Edoardo M. Airoldi
Analyzing the Co-evolution of Network Structure and Content Generation in Online Social Networks. ECIS (2015)
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
Quantitative visualization of alternative exon expression from RNA-seq data. Bioinform. 31 (14) (2015)
Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi
Consistent estimation of dynamic and multi-layer block models. ICML (2015)
Elham Azizi, James E. Galagan, Edoardo M. Airoldi
Learning modular structures from network data and node variables. CoRR (2014)
Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi
Consistent Estimation of Dynamic and Multi-layer Networks. CoRR (2014)
Elham Azizi, Edoardo M. Airoldi, James E. Galagan
Learning Modular Structures from Network Data and Node Variables. ICML (2014)
Justin Yang, Christina Han, Edoardo M. Airoldi
Nonparametric estimation and testing of exchangeable graph models. AISTATS (2014)
Stanley H. Chan, Edoardo M. Airoldi
A Consistent Histogram Estimator for Exchangeable Graph Models. ICML (2014)
Aviv Tamar, Panos Toulis, Shie Mannor, Edoardo M. Airoldi
Implicit Temporal Differences. CoRR (2014)
Panagiotis Toulis, Edoardo M. Airoldi, Jason Rennie
Statistical analysis of stochastic gradient methods for generalized linear models. ICML (2014)
Edoardo M. Airoldi, Thiago B. Costa, Stanley H. Chan
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation. CoRR (2013)
Edoardo M. Airoldi, Thiago B. Costa, Stanley H. Chan
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation. NIPS (2013)
Stanley H. Chan, Thiago B. Costa, Edoardo M. Airoldi
Estimation of exchangeable graph models by stochastic blockmodel approximation. GlobalSIP (2013)
Hossein Azari Soufiani, Edoardo M. Airoldi
Graphlet decomposition of a weighted network. AISTATS (2012)
Jonathan Bischof, Edoardo M. Airoldi
Summarizing topical content with word frequency and exclusivity CoRR (2012)
Jonathan Bischof, Edoardo M. Airoldi
Capturing topical content with frequency and exclusivity. ICML (2012)
Hossein Azari Soufiani, Edoardo M. Airoldi
Graphlet decomposition of a weighted network CoRR (2012)
Alexander W. Blocker, Edoardo M. Airoldi
Deconvolution of mixing time series on a graph. UAI (2011)
Edoardo M. Airoldi, Bertrand Haas
Polytope samplers for inference in ill-posed inverse problems. AISTATS (2011)
Albert Shieh, Tatsunori B. Hashimoto, Edoardo M. Airoldi
Tree preserving embedding. ICML (2011)
David S. Choi, Patrick J. Wolfe, Edoardo M. Airoldi
Confidence Sets for Network Structure. NIPS (2011)
Edoardo M. Airoldi, David S. Choi, Patrick J. Wolfe
Confidence sets for network structure. Stat. Anal. Data Min. 4 (5) (2011)
Edoardo M. Airoldi, Xue Bai, Bradley A. Malin
An entropy approach to disclosure risk assessment: Lessons from real applications and simulated domains. Decis. Support Syst. 51 (1) (2011)
Edoardo M. Airoldi, Xue Bai, Kathleen M. Carley
Network sampling and classification: An investigation of network model representations. Decis. Support Syst. 51 (3) (2011)
Edoardo M. Airoldi, David S. Choi, Patrick J. Wolfe
Confidence sets for network structure CoRR (2011)
Edoardo M. Airoldi, Katherine A. Heller, Ricardo Bezerra de Andrade e Silva
Small sets of interacting proteins suggest functional linkage mechanisms via Bayesian analogical reasoning. Bioinform. 27 (13) (2011)
Alexander W. Blocker, Edoardo M. Airoldi
Deconvolution of mixing time series on a graph CoRR (2011)
David S. Choi, Patrick J. Wolfe, Edoardo M. Airoldi
Stochastic blockmodels with growing number of classes CoRR (2010)
Florian Markowetz, Klaas W. Mulder, Edoardo M. Airoldi, Ihor Lemischka, Olga G. Troyanskaya
Mapping Dynamic Histone Acetylation Patterns to Gene Expression in Nanog-Depleted Murine Embryonic Stem Cells. PLoS Comput. Biol. 6 (12) (2010)
Edoardo M. Airoldi, Federico Bassetti, Michele Guindani, Fabrizio Leisen
Generalized Species Sampling Priors with Latent Beta reinforcements CoRR (2010)
Ricardo Bezerra de Andrade e Silva, Katherine A. Heller, Zoubin Ghahramani, Edoardo M. Airoldi
Ranking Relations using Analogies in Biological and Information Networks CoRR (2009)
Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg, Edoardo M. Airoldi
A survey of statistical network models. CoRR (2009)
Zafer Barutçuoglu, Edoardo M. Airoldi, Vanessa Dumeaux, Robert E. Schapire, Olga G. Troyanskaya
Aneuploidy prediction and tumor classification with heterogeneous hidden conditional random fields. Bioinform. 25 (10) (2009)
Edoardo M. Airoldi, Curtis Huttenhower, David Gresham, Charles Lu, Amy A. Caudy, Maitreya J. Dunham, James R. Broach, David Botstein, Olga G. Troyanskaya
Predicting Cellular Growth from Gene Expression Signatures. PLoS Comput. Biol. 5 (1) (2009)
Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg, Edoardo M. Airoldi
A Survey of Statistical Network Models. Found. Trends Mach. Learn. 2 (2) (2009)
Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
Mixed Membership Stochastic Blockmodels. NIPS (2008)
Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
Mixed Membership Stochastic Blockmodels. J. Mach. Learn. Res. 9 (2008)
Rema Padman, Xue Bai, Edoardo M. Airoldi
A New Machine Learning Classifier for High Dimensional Healthcare Data. MedInfo (2007)
Edoardo M. Airoldi
Getting started in probabilistic graphical models. CoRR (2007)
Bradley A. Malin, Edoardo M. Airoldi
Confidentiality Preserving Audits of Electronic Medical Record Access. MedInfo (2007)
Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
Mixed membership stochastic blockmodels. CoRR (2007)
Edoardo M. Airoldi
Getting Started in Probabilistic Graphical Models. PLoS Comput. Biol. 3 (12) (2007)
Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing
Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis. SNA@ICML (2006)
Bradley A. Malin, Edoardo M. Airoldi
The Effects of Location Access Behavior on Re-identification Risk in a Distributed Environment. Privacy Enhancing Technologies (2006)
Bradley A. Malin, Edoardo M. Airoldi, Samuel Edoho-Eket, Yiheng Li
Configurable Security Protocols for Multi-party Data Analysis with Malicious Participants. ICDE (2005)
Bradley A. Malin, Edoardo M. Airoldi, Kathleen M. Carley
A Network Analysis Model for Disambiguation of Names in Lists. Comput. Math. Organ. Theory 11 (2) (2005)
Ralph Gross, Edoardo M. Airoldi, Bradley A. Malin, Latanya Sweeney
Integrating Utility into Face De-identification. Privacy Enhancing Technologies (2005)
Edoardo M. Airoldi, Kathleen M. Carley
Sampling algorithms for pure network topologies: a study on the stability and the separability of metric embeddings. SIGKDD Explor. 7 (2) (2005)
Xue Bai, Rema Padman, Edoardo M. Airoldi
On Learning Parsimonious Models for Extracting Consumer Opinions. HICSS (2005)
Edoardo M. Airoldi, Bradley A. Malin, Latanya Sweeney
Technologies to Defeat Fraudulent Schemes Related to Email Requests. AAAI Spring Symposium: AI Technologies for Homeland Security (2005)
Edoardo M. Airoldi, David M. Blei, Eric P. Xing, Stephen E. Fienberg
A latent mixed membership model for relational data. LinkKDD (2005)
Edoardo M. Airoldi, Christos Faloutsos
Recovering latent time-series from their observed sums: network tomography with particle filters. KDD (2004)
Edoardo M. Airoldi, Xue Bai, Rema Padman
Markov Blankets and Meta-heuristics Search: Sentiment Extraction from Unstructured Texts. WebKDD (2004)