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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).

Deepr: A Convolutional Net for Medical Records

P. Nguyen, T. Tran, N. Wickramasinghe, S. Venkatesh

2017 / Vol. 21, pp. 22 - 30 / IEEE journal of biomedical and health informatics

Knowledge Discovery and Probabilistic Models of Online Autism Spectrum Disorder Data

A. Beykikhoshk

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

Social Media as Sensor for Healthcare: A Machine Learning Approach

B. Dao

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

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)

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

Discriminative Bayesian Nonparametric Clustering.

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

2017 / pp. 2550 - 2556 / IJCAI

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)

Streaming clustering with Bayesian nonparametric models

V. Huynh, D. Phung

2017 / Vol. 258, pp. 52 - 62 / Neurocomputing

Large-scale Online Kernel Learning with Random Feature Reparameterization.

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

2017 / pp. 2543 - 2549 / IJCAI

Multilevel clustering via wasserstein means

N. Ho, X. Nguyen, M. Yurochkin, H. Bui, V. Huynh, D. Phung

2017 / pp. 1501 - 1509 / Proceedings of the 34th International Conference on Machine Learning-Volume 70

Supervised Restricted Boltzmann Machines.

T. Nguyen, D. Q. Phung, V. Huynh, T. Le

2017 / UAI

Dual discriminator generative adversarial nets

T. Nguyen, T. Le, H. Vu, D. Phung

2017 / pp. 2670 - 2680 / Advances in Neural Information Processing Systems