Here is a list of papers that our speakers and participants flagged as interesting for wider reading in Graphs, Networks, and meaningful applications. Please feel free to submit more suggestions of papers to share with the community! We will check the form periodically.
- Abebe, Rediet et al. “Fair Division via Social Comparison.” AAMAS (2017). https://arxiv.org/abs/1611.06589
- Abebe, Rediet & Kleinberg, Jon & Weinberg, S.. (2020). Subsidy Allocations in the Presence of Income Shocks. Proceedings of the AAAI Conference on Artificial Intelligence. 34. 7032-7039. https://www.cs.cornell.edu/~red/AbebeShocks.pdf
- Avin, Chen & Keller, Barbara & Lotker, Zvi & Mathieu, Claire & Peleg, David & Pignolet, Yvonne Anne. (2015). Homophily and the Glass Ceiling Effect in Social Networks. 41-50. https://people.inf.ethz.ch/pennap/TCS-Seminar-papers/Homophily%20and%20the%20Glass%20Ceiling%20Effect%20in%20Social%20Networks.pdf
- Batson, Joshua D. et al. “Twice-ramanujan sparsifiers.” STOC ’09 (2008). https://arxiv.org/abs/0808.0163
- Battiston, Federico et al. “Networks beyond pairwise interactions: structure and dynamics.” ArXiv abs/2006.01764 (2020). https://arxiv.org/abs/2006.01764
- Borgatti, Stephen & Mehra, Ajay & Brass, Daniel & Labianca, Giuseppe. (2009). Network Analysis in the Social Sciences. Science (New York, N.Y.). 323. 892-5. https://science.sciencemag.org/content/323/5916/892
- Calvó-Armengol, Antoni, and Matthew O. Jackson. 2004. “The Effects of Social Networks on Employment and Inequality.” American Economic Review, 94 (3): 426-454. https://www.aeaweb.org/articles?id=10.1257/0002828041464542
- Chen Avin, Avi Cohen, Pierre Fraigniaud, Zvi Lotker, David Peleg. Preferential Attachment as a Unique Equilibrium. World Wide Web Conference (WWW), 2018, Lyon, France. https://hal.inria.fr/hal-01964759/file/WWW-submission_final.pdf
- Maria Chikina, Alan Frieze, Jonathan Mattingly, and Wesley Pegden, “Practical tests for significance in Markov Chains.” ArXiv: Probability (2019) https://arxiv.org/abs/1904.04052
- Daryl DeFord, Moon Duchin, and Justin Solomon, “Recombination: A family of Markov chains for redistricting.” ArXiv abs/1911.05725 (2019) https://mggg.org/uploads/ReCom.pdf
- DiMaggio, Paul, and Filiz Garip. “How Network Externalities Can Exacerbate Intergroup Inequality.” American Journal of Sociology, vol. 116, no. 6, 2011, pp. 1887–1933. JSTOR, http://www.jstor.org/stable/10.1086/659653
- Hidalgo, C.A. Disconnected, fragmented, or united? a trans-disciplinary review of network science. Appl Netw Sci 1, 6 (2016). https://doi.org/10.1007/s41109-016-0010-3
- Kuijjer, Marieke Lydia et al. “Estimating Sample-Specific Regulatory Networks.” iScience 14 (2019): 226-240. https://arxiv.org/abs/1505.06440
- Leventhal, G., Hill, A., Nowak, M. et al. Evolution and emergence of infectious diseases in theoretical and real-world networks. Nat Commun 6, 6101 (2015). https://doi.org/10.1038/ncomms7101
- Lopes-Ramos CM, Chen CY, Kuijjer ML, et al. Sex Differences in Gene Expression and Regulatory Networks across 29 Human Tissues. Cell Rep. 2020;31(12):107795. doi:10.1016/j.celrep.2020.107795 https://www.cell.com/cell-reports/fulltext/S2211-1247(20)30776-2
- Malik, Momin M. “A Hierarchy of Limitations in Machine Learning.” ArXiv abs/2002.05193 (2020). https://arxiv.org/abs/2002.05193
- Shah, Chintan et al. “Finding Patient Zero: Learning Contagion Source with Graph Neural Networks.” ArXiv abs/2006.11913 (2020): n. pag. https://arxiv.org/abs/2006.11913
- Torres, Leo et al. “The why, how, and when of representations for complex systems.” ArXiv abs/2006.02870 (2020). https://arxiv.org/abs/2006.02870
- Townsend, Alex et al. “Dense networks that do not synchronize and sparse ones that do.” ArXiv/abs/1906.10627 (2019). https://arxiv.org/abs/1906.10627
- Turnbull, L., Hütt, M., Ioannides, A.A. et al. Connectivity and complex systems: learning from a multi-disciplinary perspective. Appl Netw Sci 3, 11 (2018). https://doi.org/10.1007/s41109-018-0067-2