Emilio Rafael Balda

13 papers A 1Misc 4Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2020 A conf
Adversarial Risk Bounds through Sparsity based Compression.
AISTATS
Emilio Rafael Balda, Niklas Koep, Arash Behboodi, Rudolf Mathar
2019 J jnl
Adversarial Risk Bounds for Neural Networks through Sparsity based Compression.
CoRR
Emilio Rafael Balda, Arash Behboodi, Niklas Koep, Rudolf Mathar
2019 J jnl
On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks.
CoRR
Peter Langenberg, Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
2019 — conf
On the Robustness of Support Vector Machines against Adversarial Examples.
ICSPCS
Peter Langenberg, Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
2019 J jnl
Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples From Classification to Regression.
IEEE Trans. Signal Process.
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
2018 — conf
An Information Theoretic View on Learning of Artificial Neural Networks.
ICSPCS
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
2018 Misc conf
On Generation of Adversarial Examples using Convex Programming.
ACSSC
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
2018 J jnl
On Generation of Adversarial Examples using Convex Programming.
CoRR
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
2018 J jnl
Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples.
CoRR
Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar
2017 Misc conf
Analytical performance analysis of the Semi-Algebraic framework for approximate CP decompositions via SImultaneous matrix diagonalizations (SECSI).
ACSSC
Sher Ali Cheema, Emilio Rafael Balda, Amir Weiss, Arie Yeredor, Martin Haardt
2017 J jnl
First-Order Perturbation Analysis of the SECSI Framework for the Approximate CP Decomposition of 3-D Noise-Corrupted Low-Rank Tensors.
CoRR
Sher Ali Cheema, Emilio Rafael Balda, Yao Cheng, Martin Haardt, Amir Weiss, Arie Yeredor
2017 Misc conf
Perturbation analysis of Joint Eigenvalue Decomposition Algorithms.
ICASSP
Emilio Rafael Balda, Sher Ali Cheema, Amir Weiss, Arie Yeredor, Martin Haardt
2016 Misc conf
First-order perturbation analysis of low-rank tensor approximations based on the truncated HOSVD.
ACSSC
Emilio Rafael Balda, Sher Ali Cheema, Jens Steinwandt, Martin Haardt, Amir Weiss, Arie Yeredor