Emilio Rafael Balda

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 13

Top Topics

Learning Algorithm

Robust Principal Component Analysis

Convex Programming

Top Venues

Publications

Emilio Rafael Balda, Niklas Koep, Arash Behboodi, Rudolf Mathar
Adversarial Risk Bounds through Sparsity based Compression. AISTATS (2020)
Emilio Rafael Balda, Arash Behboodi, Niklas Koep, Rudolf Mathar
Adversarial Risk Bounds for Neural Networks through Sparsity based Compression. CoRR (2019)
Peter Langenberg, Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On the Robustness of Support Vector Machines against Adversarial Examples. ICSPCS (2019)
Peter Langenberg, Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks. CoRR (2019)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples From Classification to Regression. IEEE Trans. Signal Process. 67 (23) (2019)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples. CoRR (2018)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On Generation of Adversarial Examples using Convex Programming. ACSSC (2018)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
An Information Theoretic View on Learning of Artificial Neural Networks. ICSPCS (2018)
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
On Generation of Adversarial Examples using Convex Programming. CoRR (2018)
Sher Ali Cheema, Emilio Rafael Balda, Amir Weiss, Arie Yeredor, Martin Haardt
Analytical performance analysis of the Semi-Algebraic framework for approximate CP decompositions via SImultaneous matrix diagonalizations (SECSI). ACSSC (2017)
Emilio Rafael Balda, Sher Ali Cheema, Amir Weiss, Arie Yeredor, Martin Haardt
Perturbation analysis of Joint Eigenvalue Decomposition Algorithms. ICASSP (2017)
Sher Ali Cheema, Emilio Rafael Balda, Yao Cheng, Martin Haardt, Amir Weiss, Arie Yeredor
First-Order Perturbation Analysis of the SECSI Framework for the Approximate CP Decomposition of 3-D Noise-Corrupted Low-Rank Tensors. CoRR (2017)
Emilio Rafael Balda, Sher Ali Cheema, Jens Steinwandt, Martin Haardt, Amir Weiss, Arie Yeredor
First-order perturbation analysis of low-rank tensor approximations based on the truncated HOSVD. ACSSC (2016)