Publications by Emilio Rafael Balda
2020
- R. Mathar, G. Alirezaei, E. R. Balda, A. Behboodi, Fundamentals of Data Analytics - With a View to Machine Learning, 1-127 pages, Publisher: Springer International Publishing, Springer Nature Switzerland AG, ISBN: 978-3-030-56830-6, October 2020.
- E. R. Balda, N. Koep, A. Behboodi, R. Mathar, Adversarial Risk Bounds through Sparsity based Compression, Proceedings: International Conference on Artificial Intelligence and Statistics (AISTATS), Online, August 2020.
- E. R. Balda, A. Behboodi, R. Mathar, Adversarial Examples in Deep Neural Networks: An Overview, In ser. Studies in Computational Intelligence, vol. 865, pp. 31-65, ISBN: 978-3-030-31759-1, January 2020.
2019
- E. R. Balda, A. Behboodi, R. Mathar, Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples from Classification to Regression, IEEE Transactions on Signal Processing, vol. PP, September 2019.
2018
- E. R. Balda, A. Behboodi, R. Mathar, An Information Theoretic View on Learning of Artificial Neural Networks, Proceedings: 12th International Conference on Signal Processing and Communication Systems, ICSPCS 2018, Cairns, Australia, December 2018.
- E. R. Balda, A. Behboodi, R. Mathar, On Generation of Adversarial Examples using Convex Programming, Proceedings: 52nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, USA, October 2018.
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