Vembu, Shankar

9 publications

MLJ 2020 Using Error Decay Prediction to Overcome Practical Issues of Deep Active Learning for Named Entity Recognition Haw-Shiuan Chang, Shankar Vembu, Sunil Mohan, Rheeya Uppaal, Andrew McCallum

ECML-PKDD 2016 Interactive Learning from Multiple Noisy Labels Shankar Vembu, Sandra Zilles

MLJ 2013 Beam Search Algorithms for Multilabel Learning Abhishek Kumar, Shankar Vembu, Aditya Krishna Menon, Charles Elkan

ECML-PKDD 2012 Learning and Inference in Probabilistic Classifier Chains with Beam Search Abhishek Kumar, Shankar Vembu, Aditya Krishna Menon, Charles Elkan

ICML 2012 Predicting Accurate Probabilities with a Ranking Loss Aditya Krishna Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan, Lucila Ohno-Machado

ECML-PKDD 2010 Automatic Model Adaptation for Complex Structured Domains Geoffrey Levine, Gerald DeJong, Li-Lun Wang, Rajhans Samdani, Shankar Vembu, Dan Roth

ECML-PKDD 2009 On Structured Output Training: Hard Cases and an Efficient Alternative Thomas Gärtner, Shankar Vembu

MLJ 2009 On Structured Output Training: Hard Cases and an Efficient Alternative Thomas Gärtner, Shankar Vembu

UAI 2009 Probabilistic Structured Predictors Shankar Vembu, Thomas Gärtner, Mario Boley