Greg Ver Steeg

According to our database1, Greg Ver Steeg
  • authored at least 64 papers between 2009 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Measures of Tractography Convergence.
CoRR, 2018

Evading the Adversary in Invariant Representation.
CoRR, 2018

A Forest Mixture Bound for Block-Free Parallel Inference.
CoRR, 2018

Auto-Encoding Total Correlation Explanation.
CoRR, 2018

Stochastic Learning of Nonstationary Kernels for Natural Language Modeling.
CoRR, 2018

2017
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge.
TACL, 2017

Memory-induced mechanism for self-sustaining activity in networks.
CoRR, 2017

Disentangled Representations via Synergy Minimization.
CoRR, 2017

Unifying Local and Global Change Detection in Dynamic Networks.
CoRR, 2017

Low Complexity Gaussian Latent Factor Models and a Blessing of Dimensionality.
CoRR, 2017

The Spread of Physical Activity Through Social Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017

Sifting Common Information from Many Variables.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Unsupervised Learning via Total Correlation Explanation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Disentangled representations via synergy minimization.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks.
IEEE Trans. Knowl. Data Eng., 2016

Sifting Common Information from Many Variables.
CoRR, 2016

Toward Interpretable Topic Discovery via Anchored Correlation Explanation.
CoRR, 2016

Variational Information Maximization for Feature Selection.
CoRR, 2016

Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge.
CoRR, 2016

Latent Space Model for Multi-Modal Social Data.
Proceedings of the 25th International Conference on World Wide Web, 2016

Variational Information Maximization for Feature Selection.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

The Information Sieve.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2015
The Information Sieve.
CoRR, 2015

Estimating Mutual Information by Local Gaussian Approximation.
CoRR, 2015

Latent Space Model for Multi-Modal Social Data.
CoRR, 2015

Disentangling the Lexicons of Disaster Response in Twitter.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Estimating Mutual Information by Local Gaussian Approximation.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Maximally Informative Hierarchical Representations of High-Dimensional Data.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

Efficient Estimation of Mutual Information for Strongly Dependent Variables.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014
Mixed Membership Blockmodels for Dynamic Networks with Feedback.
Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014

Modeling Temporal Activity Patterns in Dynamic Social Networks.
IEEE Trans. Comput. Social Systems, 2014

Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization.
CoRR, 2014

Maximally Informative Hierarchical Representations of High-Dimensional Data.
CoRR, 2014

Discovering Structure in High-Dimensional Data Through Correlation Explanation.
CoRR, 2014

Understanding confounding effects in linguistic coordination: an information-theoretic approach.
CoRR, 2014

Efficient Estimation of Mutual Information for Strongly Dependent Variables.
CoRR, 2014

Discovering Structure in High-Dimensional Data Through Correlation Explanation.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Demystifying Information-Theoretic Clustering.
Proceedings of the 31th International Conference on Machine Learning, 2014

Where and Why Users "Check In".
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Modeling Temporal Activity Patterns in Dynamic Social Networks
CoRR, 2013

Phase Transitions in Community Detection: A Solvable Toy Model.
CoRR, 2013

Demystifying Information-Theoretic Clustering.
CoRR, 2013

Information-theoretic measures of influence based on content dynamics.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Coupled hidden markov models for user activity in social networks.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Statistical Tests for Contagion in Observational Social Network Studies.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
Statistical Tests for Contagion in Observational Social Network Studies
CoRR, 2012

Inferring Predictive Links in Social Media Using Content Transfer
CoRR, 2012

Information transfer in social media.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Information Theoretic Tools for Social Media.
Proceedings of the WWW'12 Workshop on 'Making Sense of Microposts', 2012

2011
Information Transfer in Social Media
CoRR, 2011

Co-evolution of Selection and Influence in Social Networks
CoRR, 2011

A Sequence of Relaxations Constraining Hidden Variable Models
CoRR, 2011

What stops social epidemics?
CoRR, 2011

Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs
CoRR, 2011

Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs (Abstract).
Proceedings of the UAI 2011, 2011

A Sequence of Relaxation Constraining Hidden Variable Models.
Proceedings of the UAI 2011, 2011

What Stops Social Epidemics?
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Social Mechanics: An Empirically Grounded Science of Social Media.
Proceedings of the Future of the Social Web, 2011

Co-Evolution of Selection and Influence in Social Networks.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2009
Relaxed uncertainty relations and information processing.
Quantum Information & Computation, 2009


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