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Neural Reasoning, Fast and Slow, for Video Question Answering

T. Le, V. Le, S. Venkatesh, T. Tran

2020 / International Joint Conference on Neural Networks (IJCNN)

Hierarchical Conditional Relation Networks for Video Question Answering

T. Le, V. Le, S. Venkatesh, T. Tran

2020 / Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning

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

2020 / pp. 33 - 48 / Asian Conference on Machine Learning

Bayesian Optimization for Categorical and Category-Specific Continuous Inputs

D. Nguyen, S. Gupta, S. Rana, A. Shilton, S. Venkatesh

2020 / Vol. 34, pp. 5256 - 5263 / Proceedings of the AAAI Conference on Artificial Intelligence

Distributionally Robust Bayesian Quadrature Optimization

T. Nguyen, S. Gupta, H. Ha, S. Rana, S. Venkatesh

2020 / pp. 1921 - 1931 / Proceeedings of the International Conference on Artificial Intelligence and Statistics (AISTATS)

DeepCoDA: Personalized Interpretability for Compositional Health Data

T. Quinn, D. Nguyen, S. Rana, S. Gupta, S. Venkatesh

2020 / pp. 7877 - 7886 / Proceedings of the International Conference on Machine Learning (ICML)

Incorporating Expert Prior in Bayesian Optimisation via Space Warping

A. Ramachandran, S. Gupta, S. Rana, C. Li, S. Venkatesh

2020 / Vol. 195, pp. 105663 / Knowledge-Based Systems

Length Scale Warping for Level Set Estimation

M. Senadeera, S. Rana, S. Gupta, S. Venkatesh

2020 / 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Level Set Estimation with Search Space Warping

M. Senadeera, S. Rana, S. Gupta, S. Venkatesh

2020 / pp. 827 - 839 / Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

Improving the Tensile Properties of Wet Spun Silk Fibers Using Rapid Bayesian Algorithm

Y. Yao, B. Allardyce, R. Rajkhowa, D. Hegh, A. Sutti, S. Subianto, S. Gupta, S. Rana, S. Greenhill, S. Venkatesh, O.

2020 / Vol. 6, pp. 3197 - 3207 / ACS Biomaterials Science & Engineering

Bayesian Optimization with Missing Inputs

P. Luong, D. Nguyen, S. Gupta, S. Rana, S. Venkatesh

2020 / Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)