Georg Pichler

According to our database, Georg Pichler authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning.

Georg Pichler, Marco Romanelli, Leonardo Rey Vega, Pablo Piantanida

IEEE Trans. Dependable Secur. Comput., 2024

Beyond the Norms: Detecting Prediction Errors in Regression Models.

Andrés Altieri, Marco Romanelli, Georg Pichler, Florence Alberge, Pablo Piantanida

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Data-Driven Measure of Relative Uncertainty for Misclassification Detection.

Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida

Proceedings of the Twelfth International Conference on Learning Representations, 2024

On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem.

Georg Pichler, Marco Romanelli, Divya Prakash Manivannan, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Bounding information leakage in machine learning.

Ganesh Del Grosso, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida

Neurocomputing, 2023

2022

KNIFE: Kernelized-Neural Differential Entropy Estimation.

Georg Pichler, Pierre Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida

CoRR, 2022

A Differential Entropy Estimator for Training Neural Networks.

Georg Pichler, Pierre Jean A. Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida

Proceedings of the International Conference on Machine Learning, 2022

Leveraging Adversarial Examples to Quantify Membership Information Leakage.

Ganesh Del Grosso, Hamid Jalalzai, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Modelling the Utility of Group Testing for Public Health Surveillance.

Günther Koliander, Georg Pichler

CoRR, 2021

Privacy-Preserving Synthetic Smart Meters Data.

Ganesh Del Grosso, Georg Pichler, Pablo Piantanida

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

2020

On the Estimation of Information Measures of Continuous Distributions.

Georg Pichler, Pablo Piantanida, Günther Koliander

CoRR, 2020

On Direct Distribution Matching for Adapting Segmentation Networks.

Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2018

Information Bottleneck on General Alphabets.

Georg Pichler, Günther Koliander

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

A multiple description CEO problem with log-loss distortion.

Georg Pichler, Pablo Piantanida, Gerald Matz

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Entropy and Source Coding for Integer-Dimensional Singular Random Variables.

Günther Koliander, Georg Pichler, Erwin Riegler, Franz Hlawatsch

IEEE Trans. Inf. Theory, 2016

Two Dictator Functions Maximize Mutual Information.

Georg Pichler, Pablo Piantanida, Gerald Matz

CoRR, 2016

A Tight Upper Bound on the Mutual Information of Two Boolean Functions.

Georg Pichler, Gerald Matz, Pablo Piantanida

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Distributed information-theoretic biclustering.

Georg Pichler, Pablo Piantanida, Gerald Matz

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

Distributed information-theoretic biclustering of two memoryless sources.

Georg Pichler, Pablo Piantanida, Gerald Matz

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Entropy for singular distributions.

Georg Pichler, Günther Koliander, Erwin Riegler, Franz Hlawatsch

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014