Computational Mechanics: Pattern and Prediction, Structure and Simplicity - Cosma Rohilla Shalizi; James P. Crutchfield (CoRR, 1999)

Pattern Discovery and Computational Mechanics - Cosma Rohilla Shalizi; James P. Crutchfield (CoRR, 2000)

Information Bottlenecks, Causal States, and Statistical Relevance Bases: How to Represent Relevant Information in memoryless transduction. - Cosma Rohilla Shalizi; James P. Crutchfield (Adv. Complex Syst., 2002)

An Algorithm for Pattern Discovery in Time Series - Cosma Rohilla Shalizi; Kristina Lisa Shalizi; James P. Crutchfield (CoRR, 2002)

Optimal Nonlinear Prediction of Random Fields on Networks. - Cosma Rohilla Shalizi (DMCS, 2003)

Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences. - Cosma Rohilla Shalizi; Kristina Lisa Shalizi (UAI, 2004)

Measuring Shared Information and Coordinated Activity in Neuronal Networks. - Kristina Lisa Klinkner; Cosma Rohilla Shalizi; Marcelo Camperi (NIPS, 2005)

Maps and Cartograms of the 2004 US Presidential Election Results. - Michael T. Gastner; Cosma Rohilla Shalizi; Mark E. J. Newman (Adv. Complex Syst., 2005)

Discovering Functional Communities in Dynamical Networks. - Cosma Rohilla Shalizi; Marcelo F. Camperi; Kristina Lisa Klinkner (SNA@ICML, 2006)

Social Media as Windows on the Social Life of the Mind. - Cosma Rohilla Shalizi (AAAI Spring Symposium: Social Information Processing, 2008)

Power-Law Distributions in Empirical Data. - Aaron Clauset; Cosma Rohilla Shalizi; Mark E. J. Newman (SIAM Rev., 2009)

Homophily and Contagion Are Generically Confounded in Observational Social Network Studies. - Cosma Rohilla Shalizi; Andrew C. Thomas (CoRR, 2010)

The Computational Structure of Spike Trains. - Robert Haslinger; Kristina Lisa Klinkner; Cosma Rohilla Shalizi (Neural Comput., 2010)

Generalization error bounds for stationary autoregressive models - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (CoRR, 2011)

Adapting to Non-stationarity with Growing Expert Ensembles - Cosma Rohilla Shalizi; Abigail Z. Jacobs; Aaron Clauset (CoRR, 2011)

Risk bounds for time series without strong mixing - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (CoRR, 2011)

Estimating beta-mixing coefficients. - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (AISTATS, 2011)

Model Selection for Degree-corrected Block Models - Xiaoran Yan; Jacob E. Jensen; Florent Krzakala; Cristopher Moore; Cosma Rohilla Shalizi; Lenka Zdeborová; Pan Zhang; Yaojia Zhu (CoRR, 2012)

Time series forecasting: model evaluation and selection using nonparametric risk bounds - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (CoRR, 2012)

Mixed LICORS: A Nonparametric Algorithm for Predictive State Reconstruction. - Georg M. Goerg; Cosma Rohilla Shalizi (AISTATS, 2013)

Six Degrees of Francis Bacon. - Michael Andrew Finegold; Christopher N. Warren; Cosma Rohilla Shalizi; Daniel Shore; Lawrence Wang (DH, 2013)

Predictive PAC Learning and Process Decompositions. - Cosma Rohilla Shalizi; Aryeh Kontorovich (NIPS, 2013)

Geometric Network Comparisons. - Dena Marie Asta; Cosma Rohilla Shalizi (UAI, 2015)

The LICORS Cabinet: Nonparametric Algorithms for Spatio-temporal Prediction. - George D. Montañez; Cosma Rohilla Shalizi (CoRR, 2015)

Controlling for Latent Homophily in Social Networks through Inferring Latent Locations. - Cosma Rohilla Shalizi; Edward McFowland III (CoRR, 2016)

Six Degrees of Francis Bacon: A Statistical Method for Reconstructing Large Historical Social Networks. - Christopher N. Warren; Daniel Shore; Jessica Otis; Lawrence Wang; Mike Finegold; Cosma Rohilla Shalizi (Digit. Humanit. Q., 2016)

The LICORS cabinet: Nonparametric light cone methods for spatio-temporal modeling. - George D. Montañez; Cosma Rohilla Shalizi (IJCNN, 2017)

Consistency of Maximum Likelihood for Continuous-Space Network Models. - Cosma Rohilla Shalizi; Dena Marie Asta (CoRR, 2017)

Nonparametric Risk Bounds for Time-Series Forecasting. - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (J. Mach. Learn. Res., 2017)

Conditional Mutual Information Estimation for Mixed, Discrete and Continuous Data. - Octavio César Mesner; Cosma Rohilla Shalizi (IEEE Trans. Inf. Theory, 2021)

Bias, Skew, and Search Engines Are Sufficient to Explain Online Toxicity. - Henry Farrell; Cosma Rohilla Shalizi (Commun. ACM, 2024)