On instance-dependent bounds for offline reinforcement learning with linear function approximation T. Nguyen-Tang, M. Yin, S. Gupta, S. Venkatesh, R. Arora 2023 / Vol. 37, pp. 9310 - 9318 / Proceedings of the AAAI Conference on Artificial Intelligence
Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space A. Shilton, S. Gupta, S. Rana, S. Venkatesh 2023 / pp. 31435 - 31488 / International Conference on Machine Learning (ICML)
Diffeomorphic information neural estimation B. Duong, T. Nguyen 2023 / pp. 7468 - 7475 / Proc. of AAAI Conf. on Artificial Intelligence (AAAI)
Improving Out-of-distribution Generalization with Indirection Representations K. Pham, H. Le, M. Ngo, T. Tran 2023 / International Conference on Learning Representations (ICLR)
Toward a Unified mHealth Platform: A Survey of Current User Challenges and Expectations B. J. Philip, M. Abdelrazek, S. Barnett, A. Bonti, J. Grundy 2023 / Vol. 11, pp. 19876 - 19891 / IEEE Access
Ballistic limit predictions of non-identical layered targets perforated in ductile hole formation R. Masri, S. Ryan 2023 / Vol. 171, pp. 104391 / International Journal of Impact Engineering
Evaluating UHMWPE-stuffed Aluminium Foam Sandwich Panels for Protecting Spacecraft Against Micrometeoroid and Orbital Debris Impact J. Moonen, S. Ryan, L. Kortmann, R. Putzar, C. Forrester, S. Barter, P. Marzocca, A. Shekhter, A. Mouritz 2023 / Vol. 180, pp. 104668 / International Journal of Impact Engineering
ERA targets against different threats: numerical simulations and experimental results P. Moldtmann, J. Limido, A. Klavzar, S. Ryan 2023 / 33rd International Symposium on Ballistics
ERA targets against different threats: numerical simulations and experimental results P. Moldtmann, J. Limido, A. Klavzar, S. Ryan 2023 / 33rd International Symposium on Ballistics
Machine learning-assisted evaluation of complex ballistic armour performance S. Ryan, J. Berk, A. Weiss, M. Vardy, N. Yatom, S. Rana, S. Venkatesh 2023 / 33rd International Symposium on Ballistics
Data Collection Mechanisms in Health and Wellness Apps: Review and Analysis B. J. Philip, M. Abdelrazek, A. Bonti, S. Barnett, J. Grundy 2022 / Vol. 10, pp. e30468 / JMIR mHealth and uHealth
Efficient Classification with Counterfactual Reasoning and Active Learning A. Mohammed, D. Nguyen, B. Duong, T. Nguyen 2022 / 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS)
Towards Effective and Robust Neural Trojan Defenses via Input Filtering K. Do, H. Harikumar, H. Le, D. Nguyen, T. Tran, S. Rana, D. Nguyen, W. Susilo, S. Venkatesh 2022 / European Conference on Computer Vision (ECCV)
Video Restoration Framework and its Meta-adaptations to Data-poor Conditions S. G. S. R. P. Patil, S. Venkatesh 2022 / European Conference on Computer Vision (ECCV)
Black-box Few-shot Knowledge Distillation D. Nguyen, S. Gupta, K. Do, S. Venkatesh 2022 / European Conference on Computer Vision (ECCV)
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback D. Nguyen, N. V. D. Nghiem, B. Nguyen, D. Le, S. Sabahi, M. Nguyen, H. Le 2022 / Computational Linguistics and Natural Language Processing-Findings
Utilization of Bayesian Optimization and KWN Modeling for Increased Efficiency of Al-Sc Precipitation Strengthening K. J. Deane, Yang, J. Licavoli, V. Nguyen, S. Rana, S. Gupta, S. Venkatesh, P. G. Sanders 2022 / Vol. 12, pp. 975 / Metals
The three ghosts of medical AI: Can the black-box present deliver? T. P. Quinn, S. Jacobs, M. Senadeera, V. Le, S. Coghlan 2022 / Vol. 124, pp. 102158 / Artificial intelligence in medicine
Video Dialog as Conversation about Objects Living in Space-Time H. V. V. Pham, T. M. Le, V. Le, M. P. Tu, T. Tran 2022 / European Conference on Computer Vision (ECCV)
Bivariate causal discovery via conditional divergence B. Duong, T. Nguyen 2022 / pp. 236 - 252 / Conference on Causal Learning and Reasoning
