Georg Pichler

32 papers A* 4A 1B 5Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Happiness as a Measure of Fairness.
CoRR
Georg Pichler, Marco Romanelli, Pablo Piantanida
2024 A* conf
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection.
ICLR
Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida
2024 A* conf
Beyond the Norms: Detecting Prediction Errors in Regression Models.
ICML
Andrés Altieri, Marco Romanelli, Georg Pichler, Florence Alberge, Pablo Piantanida
2024 J jnl
Beyond the Norms: Detecting Prediction Errors in Regression Models.
CoRR
Andrés Altieri, Marco Romanelli, Georg Pichler, Florence Alberge, Pablo Piantanida
2024 A conf
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem.
AISTATS
Georg Pichler, Marco Romanelli, Divya Prakash Manivannan, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg
2024 J jnl
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem.
CoRR
Georg Pichler, Marco Romanelli, Divya Prakash Manivannan, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg
2024 J jnl
Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning.
IEEE Trans. Dependable Secur. Comput.
Georg Pichler, Marco Romanelli, Leonardo Rey Vega, Pablo Piantanida
2023 J jnl
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection.
CoRR
Eduardo Dadalto, Marco Romanelli, Georg Pichler, Pablo Piantanida
2023 J jnl
Bounding information leakage in machine learning.
Neurocomputing
Ganesh Del Grosso, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida
2022 A* conf
A Differential Entropy Estimator for Training Neural Networks.
ICML
Georg Pichler, Pierre Jean A. Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida
2022 J jnl
KNIFE: Kernelized-Neural Differential Entropy Estimation.
CoRR
Georg Pichler, Pierre Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida
2022 A* conf
Leveraging Adversarial Examples to Quantify Membership Information Leakage.
CVPR
Ganesh Del Grosso, Hamid Jalalzai, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida
2022 J jnl
Leveraging Adversarial Examples to Quantify Membership Information Leakage.
CoRR
Ganesh Del Grosso, Hamid Jalalzai, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida
2022 J jnl
Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning.
CoRR
Georg Pichler, Marco Romanelli, Leonardo Rey Vega, Pablo Piantanida
2021 J jnl
Bounding Information Leakage in Machine Learning.
CoRR
Ganesh Del Grosso, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida
2021 J jnl
Modelling the Utility of Group Testing for Public Health Surveillance.
CoRR
Günther Koliander, Georg Pichler
2021 — conf
Privacy-Preserving Synthetic Smart Meters Data.
ISGT
Ganesh Del Grosso, Georg Pichler, Pablo Piantanida
2020 — conf
On Direct Distribution Matching for Adapting Segmentation Networks.
MIDL
Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida
2020 J jnl
On the Estimation of Information Measures of Continuous Distributions.
CoRR
Georg Pichler, Pablo Piantanida, Günther Koliander
2020 J jnl
Privacy-Preserving Synthetic Smart Meters Data.
CoRR
Ganesh Del Grosso, Georg Pichler, Pablo Piantanida
2019 J jnl
On Direct Distribution Matching for Adapting Segmentation Networks.
CoRR
Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida
2018 B conf
Information Bottleneck on General Alphabets.
ISIT
Georg Pichler, Günther Koliander
2018 J jnl
Information Bottleneck on General Alphabets.
CoRR
Georg Pichler, Günther Koliander
2017 B conf
A multiple description CEO problem with log-loss distortion.
ISIT
Georg Pichler, Pablo Piantanida, Gerald Matz
2016 B conf
A Tight Upper Bound on the Mutual Information of Two Boolean Functions.
ITW
Georg Pichler, Gerald Matz, Pablo Piantanida
2016 J jnl
Distributed Information-Theoretic Biclustering.
CoRR
Georg Pichler, Pablo Piantanida, Gerald Matz
2016 B conf
Distributed information-theoretic biclustering.
ISIT
Georg Pichler, Pablo Piantanida, Gerald Matz
2016 J jnl
Entropy and Source Coding for Integer-Dimensional Singular Random Variables.
IEEE Trans. Inf. Theory
Günther Koliander, Georg Pichler, Erwin Riegler, Franz Hlawatsch
2016 J jnl
Two Dictator Functions Maximize Mutual Information.
CoRR
Georg Pichler, Pablo Piantanida, Gerald Matz
2015 — conf
Distributed information-theoretic biclustering of two memoryless sources.
Allerton
Georg Pichler, Pablo Piantanida, Gerald Matz
2015 J jnl
Entropy and Source Coding for Integer-Dimensional Singular Random Variables.
CoRR
Günther Koliander, Georg Pichler, Erwin Riegler, Franz Hlawatsch
2014 B conf
Entropy for singular distributions.
ISIT
Georg Pichler, Günther Koliander, Erwin Riegler, Franz Hlawatsch