2017

  1. arXiv
    Active Learning amidst Logical Knowledge. Platanios, Emmanouil A, Kapoor, Ashish, and Horvitz, Eric In arXiv 2017 Abstract PDF
  2. NIPS
    Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach. Platanios, Emmanouil A, Poon, Hoifung, Horvitz, Eric, and Mitchell, Tom M In Neural Information Processing Systems 2017 Abstract

2016

  1. ICML
    Estimating Accuracy from Unlabeled Data: A Bayesian Approach. Platanios, Emmanouil A, Dubey, Avinava, and Mitchell, Tom M In International Conference in Machine Learning 2016 Abstract PDF Supplementary Poster Slides

2015

  1. AAAI
    Never-Ending Learning. Mitchell, Tom M, Cohen, William W, Hruschka Jr, Estevam R, Pratim Talukdar, Partha, Betteridge, Justin, Carlson, Andrew, Dalvi, Bhanava, Gardner, Matt, Kisiel, Bryan, Krishnamurthy, Jayant, Lao, Ni, Mazaitis, Kathryn, Mohamed, Thahir P, Nakashole, Ndapakula, Platanios, Emmanouil A, Ritter, Alan, Samadi, Mehdi, Settles, Burr, Wang, Richard C, Wijaya, Derry, Gupta, Abhinav, Chen, Xinlei, Saparov, Abulhair, Greaves, Malcolm, and Welling, Joel In Association for the Advancement of Artificial Intelligence 2015 Abstract PDF
  2. CMU
    Platanios, E. A. (2015). Estimating Accuracy from Unlabeled Data. Master’s Thesis at Carnegie Mellon University. Abstract PDF Poster

2014

  1. UAI
    Estimating Accuracy from Unlabeled Data. Platanios, Emmanouil A, Blum, Avrim, and Mitchell, Tom M In Conference on Uncertainty in Artificial Intelligence 2014 Abstract PDF Addendum Poster
  2. PAMI
    Gaussian Process-Mixture Conditional Heteroscedasticity. Platanios, Emmanouil A, and Chatzis, Sotirios P IEEE Transactions on Pattern Analysis and Machine Intelligence 2014 Abstract PDF

2012

  1. NIPS
    Nonparametric Mixtures of Multi-Output Heteroscedastic Gaussian Processes for Volatility Modeling. Platanios, Emmanouil A, and Chatzis, Sotirios P In Neural Information Processing Systems Workshop on Modern Nonparametric Methods in Machine Learning 2012 Abstract PDF Poster