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Robust Estimation of Causal Heteroscedastic Noise Models

Q. Tran, B. Duong, P. Nguyen, T. Nguyen

2024 / pp. Accepted on 9/12/2023 / SIAM International Conference on Data Mining (SDM)

Domain Generalisation via Risk Distribution Matching

T. Nguyen, K. Do, B. Duong, T. Nguyen

2024 / pp. 2790 - 2799 / Winter Conference on Applications of Computer Vision (WACV)

Policy Learning for Off-Dynamics RL with Deficient Support

L. L. P. Van, H. Tran, S. Gupta

2024 / pp. Accepted on 21/12/2023 / International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

Approximate theory of armour perforation by ductile hole expansion

R. Masri, S. Ryan

2024 / Vol. 187, pp. 104925 / International Journal of Impact Engineering

A review of Whipple shield ballistic limit equations

S. Ryan, W. Schonberg

2024 / Vol. 187, pp. 104899 / International Journal of Impact Engineering

Machine learning for predicting the outcome of terminal ballistics events

S. Ryan, N. M. Sushma, A. K. AV, J. Berk, T. Hashem, S. Rana, S. Venkatesh

2024 / Vol. 31, pp. 14 - 26 / Defence Technology

Beyond Surprise: Improving Exploration Through Surprise Novelty

H. Le, K. Do, D. Nguyen, S. Venkatesh

2023 / pp. Accepted on 21/5/2023 / International Conference on Autonomous Agents and Multi-Agent Systems(AAMAS)

Universal Graph Continual Learning

T. D. Hoang, D. Nguyen, B. Nguyen, H. H. Nguyen, H. Le, others

2023 / pp. 1 - 16 / Transactions on Machine Learning Research

An Integrated Federated Learning and Meta-Learning Approach for Mining Operations

V. Munagala, S. Singh, S. Thudumu, I. Logothetis, S. Bhandari, A. Bhandari, K. Mouzakis, R. Vasa

2023 / pp. 379 - 390 / Australasian Joint Conference on Artificial Intelligence

Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model

H. Du, S. Thudumu, A. Giardina, R. Vasa, K. Mouzakis, L. Jiang, J. Chisholm, S. Bista

2023 / Vol. 10, pp. 156 / Journal of Big Data

Case study of designing and evaluating an independent open learner model tool

C. Y. Law, J. Grundy, K. V. Baggo, A. Cain, R. Vasa

2023 / Vol. 8, pp. 2237331 / Higher Education Pedagogies

UAV dynamic object tracking with Lightweight Deep Vision Reinforcement Learning

H. Nguyen, S. Thudumu, H. Du, K. Mouzakis, R. Vasa

2023 / Vol. 16, pp. 227 / Algorithms

Decentralized Federated Learning Strategy with Image Classification using ResNet Architecture

H. Du, S. Thudumu, S. Singh, S. Barnett, I. Logothetis, R. Vasa, K. Mouzakis

2023 / pp. 706 - 707 / 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)