Emilio Rafael Balda
Title
Cited by
Cited by
Year
On generation of adversarial examples using convex programming
ER Balda, A Behboodi, R Mathar
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 60-65, 2018
102018
Perturbation analysis of joint eigenvalue decomposition algorithms
ER Balda, SA Cheema, A Weiss, A Yeredor, M Haardt
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
92017
First-order perturbation analysis of low-rank tensor approximations based on the truncated HOSVD
ER Balda, SA Cheema, J Steinwandt, M Haardt, A Weiss, A Yeredor
2016 50th Asilomar Conference on Signals, Systems and Computers, 1723-1727, 2016
92016
Perturbation analysis of learning algorithms: generation of adversarial examples from classification to regression
ER Balda, A Behboodi, R Mathar
IEEE Transactions on Signal Processing 67 (23), 6078-6091, 2019
72019
On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks
P Langeberg, ER Balda, A Behboodi, R Mathar
arXiv preprint arXiv:1901.10371, 2019
52019
First-order perturbation analysis of the SECSI framework for the approximate CP decomposition of 3-D noise-corrupted low-rank tensors
SA Cheema, ER Balda, Y Cheng, M Haardt, A Weiss, A Yeredor
arXiv preprint arXiv:1710.06693, 2017
42017
Unique word DMT schemes for optical systems with intensity modulation and direct detection
SA Cheema, ER Balda, M Wolf, M Haardt
Journal of Lightwave Technology 35 (18), 3862-3869, 2017
32017
Adversarial Risk Bounds through Sparsity based Compression
E Balda, N Koep, A Behboodi, R Mathar
International Conference on Artificial Intelligence and Statistics, 3816-3825, 2020
2*2020
Adversarial examples in deep neural networks: An overview
ER Balda, A Behboodi, R Mathar
Deep Learning: Algorithms and Applications, 31-65, 2020
22020
An information theoretic view on learning of artificial neural networks
ER Balda, A Behboodi, R Mathar
2018 12th International Conference on Signal Processing and Communication …, 2018
22018
Analytical performance analysis of the semi-algebraic framework for approximate CP decompositions via simultaneous matrix diagonalizations (SECSI)
SA Cheema, ER Balda, A Weiss, A Yeredor, M Haardt
2017 51st Asilomar Conference on Signals, Systems, and Computers, 703-707, 2017
12017
Multivariate Distributions and Moments
R Mathar, G Alirezaei, E Balda, A Behboodi
Fundamentals of Data Analytics, 35-43, 2020
2020
Prerequisites from Matrix Analysis
R Mathar, G Alirezaei, E Balda, A Behboodi
Fundamentals of Data Analytics, 9-33, 2020
2020
Support Vector Machines
R Mathar, G Alirezaei, E Balda, A Behboodi
Fundamentals of Data Analytics, 83-105, 2020
2020
Classification and Clustering
R Mathar, G Alirezaei, E Balda, A Behboodi
Fundamentals of Data Analytics, 69-81, 2020
2020
Dimensionality Reduction
R Mathar, G Alirezaei, E Balda, A Behboodi
Fundamentals of Data Analytics, 45-67, 2020
2020
On the Robustness of Support Vector Machines against Adversarial Examples
P Langenberg, E Balda, A Behboodi, R Mathar
2019 13th International Conference on Signal Processing and Communication …, 2019
2019
Fundamentals of Data Analytics
R Mathar, G Alirezaei, E Balda, A Behboodi
Ghassan R. Alnwaimi Lucas M Alves Sultangali Arzykulov Muhammad Shoaib Azam
C Azurdia, ER Balda, MB Balogun, M Bansal, A Bates, NS Bayev, ...
Student Paper Contest finalists
TF Sanam, J Perlstein, H Sun, ER Balda, ME Rasekh, S Sharma, K Li, ...
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Articles 1–20