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Results for: 2017

Forward-Backward Smoothing for Hidden Markov Models of Point Pattern Data

N. Dam, D. Phung, B. Vo, V. Huynh

2017 / pp. 252 - 261 / 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA)

Discriminative Bayesian Nonparametric Clustering.

V. Nguyen, D. Q. Phung, T. Le, H. Bui

2017 / pp. 2550 - 2556 / IJCAI

A Simultaneous Extraction of Context and Community from pervasive signals using nested Dirichlet process

T. Nguyen, V. Nguyen, F. D. Salim, D. V. Le, D. Phung

2017 / Vol. 28, pp. 396 - 417 / Pervasive and Mobile Computing

GoGP: Fast online regression with gaussian processes

T. Le, K. Nguyen, V. Nguyen, T. Nguyen, D. Phung

2017 / pp. 257 - 266 / IEEE International Conference on Data Mining (ICDM)

Social Media as Sensor for Healthcare: A Machine Learning Approach

B. Dao

2017 / Doctor of Philosophy (Information Technology), School of Information Technology

Knowledge Discovery and Probabilistic Models of Online Autism Spectrum Disorder Data

A. Beykikhoshk

2017 / Doctor of Philosophy (Information Technology), School of Information Technology

Towards Scalable Bayesian Nonparametric Methods for Data Analytics

H. Viet

2017 / Doctor of Philosophy (Information Technology), School of Information Technology

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

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).

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

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).

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)