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Normalizing flows for conditional independence testing

B. Duong, T. Nguyen

2024 / Vol. 66, pp. 357 - 380 / Knowledge and Information Systems

Class-incremental learning with causal relational replay

T. Nguyen, D. Kieu, B. Duong, T. Kieu, K. Do, T. Nguyen, B. Le

2024 / pp. 123901 / Expert Systems with Applications

EMOTE: An Explainable architecture for Modelling the Other Through Empathy

M. Senadeera, T. G. Karimpanal, S. Jacobs, S. Gupta, S. Rana

2024 / pp. (accepted on 17th April 2024) / International Joint Conference on Artificial Intelligence (IJCAI)

Variable-Agnostic Causal Exploration for Reinforcement Learning

H. Nguyen, H. Le, S. Venkatesh

2024 / pp. Accepted on 27/05/2024 / Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD)

PINN-BO: A Black-box Optimization Algorithm using Physics-Informed Neural Networks

D. Phan-Trong, H. Tran, A. Shilton, S. Gupta

2024 / pp. Accepted on 27/05/2024 / Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD)

Improving Diversity in Black-box Few-shot Knowledge Distillation

T. Vo, N. Dang, D. Kien, G. Sunil

2024 / pp. Accepted on 27/05/2024 / Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD)

Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties

A. A. Kumar, S. Alistair, G. Sunil, R. Santu, G. Stewart, V. Svetha

2024 / pp. Accepted on 27/05/2024 / Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD)

Revisiting the Dataset Bias Problem from a Statistical Perspective

K. Do, D. Nguyen, H. Le, T. M. Le, D. Nguyen, H. Harikumar, T. Tran, S. Rana, V. Svetha

2024 / pp. Accepted on 05/07/2024 / European Conference on Artificial Intelligence (ECAI)

A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning

K. Purohit, S. K. Das, S. Bhattacharya, S. Rana

2024 / pp. Accepted on 05/07/2024 / European Conference on Artificial Intelligence (ECAI)

Large Language Model Prompting With Episodic Memory

D. Do, H. Le, Q. Tran, S. Venkatesh

2024 / pp. Accepted on 05/07/2024 / European Conference on Artificial Intelligence (ECAI)

Enabling Causal Discovery in Post-Nonlinear Models with Normalizing Flows

N. Hoang, B. Duong, T. Nguyen

2024 / pp. Accepted on 4/7/2024 / European Conference on Aritificial Intelligence (ECAI)

Scalable Variational Causal Discovery Unconstrained by Acyclicity

N. Hoang, B. Duong, T. Nguyen

2024 / pp. Accepted on 4/7/2024 / European Conference on Aritificial Intelligence (ECAI)

Broken-gap energy alignment in two-dimensional van der Waals heterostructures for multifunctional tunnel diodes

P. Taylor, S. A. Tawfik, M. J. S. Spencer

2024 / Vol. 26, pp. 20993 - 21000 / Physical Chemistry Chemical Physics

Tunability of Sb2Se3 phase change material for multi-domain optoelectronics

K. Murali, L. Thekkekara, A. Rahman, S. Sen, V. Shvedov, Y. Izdebskaya, C. Zou, S. A. Tawfik, I. Shadrivov, S. Sriram, others

2024 / Vol. 40, pp. 102338 / Applied Materials Today

Generating Realistic Tabular Data with Large Language Model

D. Nguyen, S. Gupta, K. Do, T. Nguyen, S. Venkatesh

2024 / pp. (accepted on 06 Sep. 2024) / International Conference on Data Mining (ICDM)

Robust Transfer Learning for Active Level Set Estimation with Locally Adaptive Gaussian Process Prior

G. Ngo, D. Nguyen, S. Gupta

2024 / pp. (accepted on 05 Sep. 2024) / Asian Conference on Machine Learning (ACML)

Active set ordering

N. Q. Phong, G. Sunil, V. Svetha, H. L. B. Kian, J. Patrick

2024 / pp. (accepted on 26 Sep. 2024) / Conference on Neural Information Processing Systems (NeurIPS)

Revisiting sample weights based method for noisy-label detection and classification

T. D. Hoang, S. Rana, S. Gupta, S. Venkatesh

2024 / pp. (accepted on 20 Sep. 2024) / Asian Conference on Computer Vision (ACCV)