Technology Centre for Offshore and Marine, Singapore — Singapore
Computer Science · Physical Sciences
51h-index11.2kcitations119works0.02yr avg
Accepting Students?
No reports yet. Know if this professor is taking students?
Research Topics
Bayesian Modeling and Causal Inference(26), Topic Modeling(25), Natural Language Processing Techniques(20), Machine Learning and Algorithms(12), Advanced Image and Video Retrieval Techniques(11)
Publications119 total
IEEE Transactions on Pattern Analysis and Machine Intelligence·2016· 21 cited
{Efficient Second-Order Gradient Boosting for Conditional Random Fields}
2015· 17 cited
The MIT Press eBooks·2014
arXiv (Cornell University)·2014· 36 citedOpen Access
2014· 86 citedOpen Access
Linear Algebra and its Applications·2014· 15 cited
2014· 38 cited
{PAC-Bayesian Collective Stability}
2014· 13 cited
IEEE Design and Test·2014· 101 cited
arXiv (Cornell University)·2014· 45 citedOpen Access
Lecture notes in computer science·2014· 46 cited
Approximate Inference in Continuous Determinantal Processes
Neural Information Processing Systems·2013· 41 cited
Learning Adaptive Value of Information for Structured Prediction
2013· 26 cited
2013· 17 cited
arXiv (Cornell University)·2013· 15 citedOpen Access
Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction
2013· 14 cited
Collective Stability in Structured Prediction: Generalization from One Example
2013· 26 cited
The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification
2013· 13 cited
page 1 of 6Next →
Frequent Co-authors
Daphne Koller(11), Kuzman Ganchev(7), Joäo Graça(5), Jennifer Gillenwater(5), Dan Klein(5), Benjamin Sapp(5), Alex Kulesza(5), Lise Getoor(4), Timothée Cour(4), Alexander Toshev(4), Carlos Guestrin(3), Pieter Abbeel(3), Vassil Chatalbashev(3), Michael I. Jordan(3), Eran Segal(3), Chris Jordan(3), Simon Lacoste-Julien(3), Percy Liang(2), Ben Sapp(2), Nir Friedman(2)