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Real-Time Skill Discovery in Intelligent Virtual Assistants

P. Gopal, S. Gupta, S. Rana, V. Le, T. Nguyen, S. Venkatesh

2022 / pp. Accepted on 18 Jan 2022 / Pacific-Asia Conference on Knowledge Discovery and Data Mining

Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization

H. Tran-The, S. Gupta, S. Rana, S. Venkatesh

2022 / pp. (accepted on 19/01/2022) / 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022)

Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization

T. T. Nguyen, S. Gupta, A. T. Nguyen, S. Venkatesh

2022 / pp. accepted on 21/01/2022 / The Tenth International Conference on Learning Representations (ICLR-22)

MLSmellHound: A Context-Aware Code Analysis Tool

J. Kannan, S. Barnett, A. Simmons, L. Cruz, A. Agarwal

2022 / 2022 IEEE/ACM 44rd International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)

Adaptive experimental optimisation for sample-efficient armour design

S. Ryan, J. Berk, A. Weiss, N. Yatom, M. Vardy, S. Rana, S. Greenhill, S. Venkatesh

2022 / Proceedings of the 32nd International Symposium on Ballistics

High-Order Representation Learning for Multivariate Time Series Forecasting

D. Nguyen, B. Nguyen, P. Nguyen, T. Tran

2021

From deep learning to deep reasoning

T. Tran, V. Le, H. Le, T. M. Le

2021

Learning theory of mind via dynamic traits attribution

D. Nguyen, P. Nguyen, H. Le, K. Do, S. Venkatesh, T. Tran

2021

Learning to transfer role assignment across team sizes

D. Nguyen, P. Nguyen, S. Venkatesh, T. Tran

2021

Towards the Identification and Visualization of Causal Events to Support the Analysis of Closed-Loop Combat Simulations

D. Grieger, M. Wong, M. Tamassia, L. Torres, A. Giardina, R. Vasa, K. Mouzakis

2021 / pp. 295 - 312 / Data and Decision Sciences in Action 2

Application of Machine Learning Techniques to Identify Data Reliability and Factors Affecting Outcome After Stroke Using Electronic Administrative Records

S. Rana, W. Luo, T. Tran, S. Venkatesh, P. Talman, T. Phan, D. Phung, B. Clissold

2021 / pp. 1695 / Frontiers in Neurology

Targeted Universal Adversarial Perturbations for Automatic Speech Recognition

W. Zong, Y. Chow, W. Susilo, S. Rana, S. Venkatesh

2021 / pp. 358 - 373 / International Conference on Information Security