Cosma Rohilla Shalizi

According to our database, Cosma Rohilla Shalizi authored at least 30 papers between 1999 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Conditional Mutual Information Estimation for Mixed, Discrete and Continuous Data.

Octavio César Mesner, Cosma Rohilla Shalizi

IEEE Trans. Inf. Theory, 2021

2017

Nonparametric Risk Bounds for Time-Series Forecasting.

Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish

J. Mach. Learn. Res., 2017

Consistency of Maximum Likelihood for Continuous-Space Network Models.

Cosma Rohilla Shalizi, Dena Marie Asta

CoRR, 2017

The LICORS cabinet: Nonparametric light cone methods for spatio-temporal modeling.

George D. Montañez, Cosma Rohilla Shalizi

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

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

Controlling for Latent Homophily in Social Networks through Inferring Latent Locations.

Cosma Rohilla Shalizi, Edward McFowland III

CoRR, 2016

2015

The LICORS Cabinet: Nonparametric Algorithms for Spatio-temporal Prediction.

George D. Montañez, Cosma Rohilla Shalizi

CoRR, 2015

Geometric Network Comparisons.

Dena Marie Asta, Cosma Rohilla Shalizi

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

2013

Predictive PAC Learning and Process Decompositions.

Cosma Rohilla Shalizi, Aryeh Kontorovich

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Six Degrees of Francis Bacon.

Michael Andrew Finegold, Christopher N. Warren, Cosma Rohilla Shalizi, Daniel Shore, Lawrence Wang

Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

Mixed LICORS: A Nonparametric Algorithm for Predictive State Reconstruction.

Georg M. Goerg, Cosma Rohilla Shalizi

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012

Time series forecasting: model evaluation and selection using nonparametric risk bounds

Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish

CoRR, 2012

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

2011

Estimating beta-mixing coefficients.

Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Risk bounds for time series without strong mixing

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

Generalization error bounds for stationary autoregressive models

Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish

CoRR, 2011

2010

The Computational Structure of Spike Trains.

Robert Haslinger, Kristina Lisa Klinkner, Cosma Rohilla Shalizi

Neural Comput., 2010

Homophily and Contagion Are Generically Confounded in Observational Social Network Studies.

Cosma Rohilla Shalizi, Andrew C. Thomas

CoRR, 2010

2009

Power-Law Distributions in Empirical Data.

Aaron Clauset, Cosma Rohilla Shalizi, Mark E. J. Newman

SIAM Rev., 2009

2008

Social Media as Windows on the Social Life of the Mind.

Cosma Rohilla Shalizi

Proceedings of the Social Information Processing, 2008

2006

Discovering Functional Communities in Dynamical Networks.

Cosma Rohilla Shalizi, Marcelo F. Camperi, Kristina Lisa Klinkner

Proceedings of the Statistical Network Analysis: Models, Issues, and New Directions, 2006

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

Measuring Shared Information and Coordinated Activity in Neuronal Networks.

Kristina Lisa Klinkner, Cosma Rohilla Shalizi, Marcelo Camperi

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004

Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences.

Cosma Rohilla Shalizi, Kristina Lisa Shalizi

Proceedings of the UAI '04, 2004

2003

Optimal Nonlinear Prediction of Random Fields on Networks.

Cosma Rohilla Shalizi

Proceedings of the Discrete Models for Complex Systems, 2003

2002

An Algorithm for Pattern Discovery in Time Series

Cosma Rohilla Shalizi, Kristina Lisa Shalizi, James P. Crutchfield

CoRR, 2002

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

2000

Pattern Discovery and Computational Mechanics

Cosma Rohilla Shalizi, James P. Crutchfield

CoRR, 2000

1999

Computational Mechanics: Pattern and Prediction, Structure and Simplicity

Cosma Rohilla Shalizi, James P. Crutchfield

CoRR, 1999