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Results for: Sunil Gupta

Stable Bayesian Optimization

N. Dai, S. Gupta, S. Rana, S. Venkatesh

2017 / pp. 578 - 591 / Pacific-Asia Conference on Knowledge Discovery and Data Mining

Bayesian Optimization of Superalloy Designs

J. Licavoli, P. Sanders, S. Rana, S. Gupta, V. Nguyen, S. Venkatesh

2017 / 4th World Congress on Integrated Computational Materials Engineering (ICME 2017)

Bayesian Optimization with Monotonicity Information

C. Li, S. Rana, S. Gupta, V. Nguyen, S. Venkatesh

2017 / Workshop on Bayesian optimization at neural information processing systems (NIPSW).

Distance Exploration for Scalable Batch Bayesian Optimization

V. Nguyen, S. Gupta, S. Rana, C. Li, S. Venkatesh

2017 / 31st Conference on Neural Information Processing Systems

Predictive Variance Reduction Search

V. Nguyen, S. Gupta, S. Rana, C. Li, S. Venkatesh

2017 / Workshop on Bayesian Optimization at Neural Information Processing Systems (NIPS).

High Dimensional Bayesian Optimization Using Dropout

C. Li, S. Gupta, S. Rana, V. Nguyen, S. Venkatesh, A. Shilton

2017 / pp. 2096 - 2102 / International Joint Conference on Artificial Intelligence

Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data

P. Vellanki, T. Duong, S. Gupta, S. Venkatesh, D. Phung

2017 / Vol. 51, pp. 127 - 157 / Knowledge and Information Systems

A framework for mixed-type multioutcome prediction with applications in healthcare

B. Saha, S. Gupta, D. Phung, S. Venkatesh

2017 / Vol. 21, pp. 1182 - 1191 / IEEE journal of biomedical and health informatics

Budgeted Batch Bayesian Optimization

V. Nguyen, S. Rana, S. Gupta, C. Li, S. Venkatesh

2016 / pp. 1107 - 1112 / IEEE International Conference on Data Mining (ICDM)

Differentially Private Multi-task Learning

S. Gupta, S. Rana, S. Venkatesh

2016 / pp. 101 - 113 / Intelligence and Security Informatics: 11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings

Modelling multilevel data in multimedia: A hierarchical factor analysis approach

S. Gupta, D. Phung, S. Venkatesh

2016 / Vol. 75, pp. 4933 - 4955 / Multimedia tools and applications