Publications

Publications by year in reversed chronological order.

2021

  1. Robust prediction in interaction networks
    Oselio, Brandon, and Dempsey, Walter
    in preparation 2021
  2. Temporal edge-exchangeable interaction networks
    Oselio, Brandon, and Dempsey, Walter
    in preparation 2021

2020

  1. Learning to bound the multi-class bayes error
    Sekeh, Salimeh Yasaei, Oselio, Brandon, and Hero, Alfred O
    IEEE Transactions on Signal Processing 2020
  2. Hierarchical network models for structured exchangeable interaction processes
    Dempsey, Walter, Oselio, Brandon, and Hero, Alfred
    Journal of the American Statistical Association (In review) 2020

2019

  1. Time-Varying Interaction Estimation Using Ensemble Methods
    Oselio, Brandon, Hero, Alfred, Sadeghian, Amir, and Savarese, Silvio
    In 2019 IEEE Data Science Workshop (DSW) 2019

2018

  1. A Dimension-Independent Discriminant Between Distributions
    Sekeh, Salimeh Yasaei, Oselio, Brandon, and III, Alfred O. Hero
    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 2018
  2. Multi-Layer Relevance Networks
    Oselio, Brandon, Liu, Siiia, and Hero, Alfred
    In 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018, Kalamata, Greece, June 25-28, 2018 2018
  3. Multilayer Social Networks
    Oselio, Brandon, Liu, Sijia, and Hero, Alfred
    Cooperative and Graph Signal Processing 2018
  4. Edge exchangeable models for interaction networks
    Crane, Harry, and Dempsey, Walter
    Journal of the American Statistical Association 2018

2017

  1. Similarity Function Tracking Using Pairwise Comparisons
    Greenewald, Kristjan H., Kelley, Stephen, Oselio, Brandon, and III, Alfred O. Hero
    IEEE Trans. Signal Processing 2017
  2. Dynamic reconstruction of influence graphs with adaptive directed information
    Oselio, Brandon, and III, Alfred O. Hero
    In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017
  3. Challenges and Solutions with Alignment and Enrichment of Word Embedding Models
    Sahin, Cem Safak, Caceres, Rajmonda S., Oselio, Brandon, and Campbell, William M.
    In Natural Language Processing and Information Systems - 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings 2017
  4. Consistent alignment of word embedding models
    Sahin, Cem Safak, Caceres, Rajmonda S, Oselio, Brandon, and Campbell, William M
    arXiv preprint arXiv:1702.07680 2017

2016

  1. Dynamic Directed Influence Networks: A Study of Campaigns on Twitter
    Oselio, Brandon, and III, Alfred O. Hero
    In Social, Cultural, and Behavioral Modeling, 9th International Conference, SBP-BRiMS 2016, Washington, DC, USA, June 28 - July 1, 2016, Proceedings 2016

2015

  1. Information extraction from large multi-layer social networks
    Oselio, Brandon, Kulesza, Alex, and III, Alfred O. Hero
    In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015 2015
  2. Socio-Spatial Pareto Frontiers of Twitter Networks
    Oselio, Brandon, Kulesza, Alex, and III, Alfred O. Hero
    In Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th International Conference, SBP 2015, Washington, DC, USA, March 31-April 3, 2015. Proceedings 2015

2014

  1. Multi-Layer Graph Analysis for Dynamic Social Networks
    Oselio, Brandon, Kulesza, Alex, and III, Alfred O. Hero
    J. Sel. Topics Signal Processing 2014
  2. Multi-objective Optimization for Multi-level Networks
    Oselio, Brandon, Kulesza, Alex, and III, Alfred O. Hero
    In Social Computing, Behavioral-Cultural Modeling and Prediction - 7th International Conference, SBP 2014, Washington, DC, USA, April 1-4, 2014. Proceedings 2014

2013

  1. Multi-layer graph analytics for social networks
    Oselio, Brandon, Kulesza, Alex, and III, Alfred O. Hero
    In 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2013, St. Martin, France, December 15-18, 2013 2013