Ilija Ilievski
According to our database1,
Ilija Ilievski
authored at least 12 papers
between 2016 and 2024.
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Bibliography
2024
Learning active subspaces and discovering important features with Gaussian radial basis functions neural networks.
Neural Networks, 2024
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns.
Environ. Model. Softw., 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2019
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series.
CoRR, 2019
2017
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Generative Attention Model with Adversarial Self-learning for Visual Question Answering.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training.
CoRR, 2016
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model.
CoRR, 2016