Research

Google Scholar

In prep

Measurement and fairness. Submitted.
A. Z. Jacobs, Hanna Wallach. 

Does network structure matter? A comparative study of communication networks in firms. [link]
A. Z. Jacobs, Duncan Watts.

Why so few? Network science with populations of networks. [link]
A. Z. Jacobs.

See also: Comparative, population-level analysis of social networks in organizations (dissertation)

Learning phenotypes of opioid use and opioid use disorders.
Jen J. Gong, A. Z. Jacobs, Mathijs de Vaan, Toby Stuart.

Diffusion of opioids in the family household. [link]
Mathijs de Vaan, A. Z. Jacobs, Toby Stuart.

Activity bias in network measurement. [link]
A. Z. Jacobs, Duncan Watts.


Publications

Assembling thefacebook: Using heterogeneity to understand online social network assembly. ACM Web Science Conference (WebSci). (2015). [arXiv, data]
A. Z. Jacobs, Samuel F. Way, Johan Ugander & Aaron Clauset.

Untangling the roles of parasites in food webs with generative network models. Preprint. (2015). [arXiv]
A. Z. Jacobs, Jennifer A. Dunne, Cristopher Moore & Aaron Clauset

A unified view of generative models for networks: models, methods, opportunities, and challenges. NIPS Workshop on Networks: From Graphs to Rich Data. (2014). [arXiv]
A. Z. Jacobs & Aaron Clauset.

Efficiently inferring community structure in bipartite networks. Physical Review E 90, 012805. (2014). [arXiv, code]
Daniel B. Larremore, Aaron Clauset & A. Z. Jacobs.

Learning latent block structure in weighted networks. Journal of Complex Networks 3(2), 221-248. (2015). [arXiv]
Christopher Aicher, A. Z. Jacobs & Aaron Clauset.

Complex life cycles in a pond food web: effects of life stage structure and parasites on network properties, trophic positions and the fit of a probabilistic niche model. Oecologia 174 (3) 953-965. (2014). [publisher link]
Daniel L. Preston, A. Z. Jacobs, Sarah A. Orlofske & Pieter T.J. Johnson.

Adapting the stochastic block model to edge-weighted networks. ICML Workshop on Structured Learning (SLG). (2013). [arXiv, code] Christopher Aicher, A. Z. Jacobs & Aaron Clauset.

Detecting friendship within dynamic online interaction networks. AAAI Conference on Weblogs and Social Media (ICWSM). (2013). [arXiv]
Sears Merritt, A. Z. Jacobs, Winter Mason & Aaron Clauset.

Adapting to non-stationarity with growing expert ensembles. Preprint. (2011).  [arXiv
Cosma R. Shalizi, A. Z. Jacobs, Kristina L. Klinkner & Aaron Clauset.



Abigail Z. Jacobs
azjacobs + haas.berkeley + edu