Biblio

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2018-05-27
Feng Nan, Venkatesh Saligrama.  2017.  Adaptive Classification for Prediction Under a Budget. CoRR. abs/1705.10194
Feng Nan, Venkatesh Saligrama.  2017.  Comments on the Proof of Adaptive Stochastic Set Cover Based on Adaptive Submodularity and Its Implications for the Group Identification Problem in "Group-Based Active Query Selection for Rapid Diagnosis in Time-Critical Situations". {IEEE} Trans. Information Theory. 63:7612–7614.
Feng Nan, Venkatesh Saligrama.  2017.  Comments on the proof of adaptive submodular function minimization. CoRR. abs/1705.03771
Feng Nan, Venkatesh Saligrama.  2017.  Dynamic Model Selection for Prediction Under a Budget. CoRR. abs/1704.07505
Henghui Zhu, Feng Nan, Ioannis Ch. Paschalidis, Venkatesh Saligrama.  2017.  Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget. CoRR. abs/1705.10924
Feng Nan, Joseph Wang, Venkatesh Saligrama.  2016.  Optimally Pruning Decision Tree Ensembles With Feature Cost. CoRR. abs/1601.00955
2018-05-17
Feng Nan, Joseph Wang, Venkatesh Saligrama.  2016.  Pruning Random Forests for Prediction on a Budget. {NIPS}. :2334–2342.
2018-05-27
Feng Nan, Joseph Wang, Venkatesh Saligrama.  2015.  Max-Cost Discrete Function Evaluation Problem under a Budget. CoRR. abs/1501.02702
2018-05-17
Feng Nan, Joseph Wang, Venkatesh Saligrama.  2015.  Feature-Budgeted Random Forest. Proceedings of the 32nd International Conference on Machine Learning. 37:1983–1991.
2018-05-27
Feng Nan, Joseph Wang, Kirill Trapeznikov, Venkatesh Saligrama.  2014.  Fast margin-based cost-sensitive classification. {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014. :2952–2956.