ANTHONY PLATANIOS

Publications

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2015
2015

MS Thesis: Estimating Accuracy from Unlabeled Data

Emmanouil A. Platanios

Carnegie Mellon University (CMU), 2015.

[ PDF ] [ Slides ] [ BIB ]

2015

Never-Ending Learning

Tom M. Mitchell, William W. Cohen, Estevam Rafael Hruschka Junior, Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm W. Greaves and Joel Welling

Association for the Advancement of Artificial Intelligence (AAAI), 2015.

[ PDF ] [ BIB ]

2014
2014

Estimating Accuracy from Unlabeled Data

Emmanouil A. Platanios, Avrim Blum and Tom M. Mitchell

Uncertainty in Artificial Intelligence (UAI), 2014.

[ PDF ] [ Poster ] [ Addendum ] [ BIB ]

2014

Gaussian Process-Mixture Conditional Heteroscedasticity

Emmanouil A. Platanios and Sotirios P. Chatzis

IEEE Transactions of Pattern Analysis and Machine Intelligence (TPAMI), vol. 36(5), pp. 888-900, 2014.

[ PDF ] [ BIB ]

2012
2012

Nonparametric Mixtures of Multi-Output Heteroscedastic Gaussian Processes for Volatility Modeling

Emmanouil A. Platanios and Sotirios P. Chatzis

"Modern Nonparametric Methods in Machine Learning" NIPS workshop, 2012.

[ PDF ] [ Poster ] [ BIB ]