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Georg Pichler
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- affiliation (former): TU Wien, Austria
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2020 – today
- 2024
- [j3]Georg Pichler
, Marco Romanelli
Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning. IEEE Trans. Dependable Secur. Comput. 21(4): 4290-4296 (2024) - [c13]Georg Pichler, Marco Romanelli, Divya Prakash Manivannan, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg:
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem. AISTATS 2024: 4051-4059 - [c12]Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida:
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection. ICLR 2024 - [c11]Andrés Altieri, Marco Romanelli, Georg Pichler, Florence Alberge, Pablo Piantanida:
Beyond the Norms: Detecting Prediction Errors in Regression Models. ICML 2024 - [i15]Georg Pichler, Marco Romanelli, Divya Prakash Manivannan, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg:
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem. CoRR abs/2402.16926 (2024) - [i14]Andrés Altieri, Marco Romanelli, Georg Pichler, Florence Alberge, Pablo Piantanida:
Beyond the Norms: Detecting Prediction Errors in Regression Models. CoRR abs/2406.06968 (2024) - 2023
- [j2]Ganesh Del Grosso, Georg Pichler
Bounding information leakage in machine learning. Neurocomputing 534: 1-17 (2023) - [i13]Eduardo Dadalto, Marco Romanelli, Georg Pichler, Pablo Piantanida:
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection. CoRR abs/2306.01710 (2023) - 2022
- [c10]Ganesh Del Grosso, Hamid Jalalzai, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida:
Leveraging Adversarial Examples to Quantify Membership Information Leakage. CVPR 2022: 10389-10399 - [c9]Georg Pichler
A Differential Entropy Estimator for Training Neural Networks. ICML 2022: 17691-17715 - [i12]Georg Pichler, Pierre Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida:
KNIFE: Kernelized-Neural Differential Entropy Estimation. CoRR abs/2202.06618 (2022) - [i11]Ganesh Del Grosso, Hamid Jalalzai, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida:
Leveraging Adversarial Examples to Quantify Membership Information Leakage. CoRR abs/2203.09566 (2022) - [i10]Georg Pichler, Marco Romanelli, Leonardo Rey Vega, Pablo Piantanida:
Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning. CoRR abs/2203.16463 (2022) - 2021
- [c8]Ganesh Del Grosso, Georg Pichler
Privacy-Preserving Synthetic Smart Meters Data. ISGT 2021: 1-5 - [i9]Ganesh Del Grosso, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida:
Bounding Information Leakage in Machine Learning. CoRR abs/2105.03875 (2021) - [i8]Günther Koliander, Georg Pichler:
Modelling the Utility of Group Testing for Public Health Surveillance. CoRR abs/2109.05378 (2021) - 2020
- [c7]Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida:
On Direct Distribution Matching for Adapting Segmentation Networks. MIDL 2020: 624-637 - [i7]Georg Pichler, Pablo Piantanida, Günther Koliander:
On the Estimation of Information Measures of Continuous Distributions. CoRR abs/2002.02851 (2020) - [i6]Ganesh Del Grosso, Georg Pichler, Pablo Piantanida:
Privacy-Preserving Synthetic Smart Meters Data. CoRR abs/2012.04475 (2020)
2010 – 2019
- 2019
- [i5]Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida:
On Direct Distribution Matching for Adapting Segmentation Networks. CoRR abs/1904.02657 (2019) - 2018
- [c6]Georg Pichler
Information Bottleneck on General Alphabets. ISIT 2018: 526-530 - [i4]Georg Pichler, Günther Koliander:
Information Bottleneck on General Alphabets. CoRR abs/1801.01050 (2018) - 2017
- [c5]Georg Pichler
A multiple description CEO problem with log-loss distortion. ISIT 2017: 111-115 - 2016
- [j1]Günther Koliander
Entropy and Source Coding for Integer-Dimensional Singular Random Variables. IEEE Trans. Inf. Theory 62(11): 6124-6154 (2016) - [c4]Georg Pichler
Distributed information-theoretic biclustering. ISIT 2016: 1083-1087 - [c3]Georg Pichler
A Tight Upper Bound on the Mutual Information of Two Boolean Functions. ITW 2016: 16-20 - [i3]Georg Pichler, Pablo Piantanida, Gerald Matz:
Distributed Information-Theoretic Biclustering. CoRR abs/1602.04605 (2016) - [i2]Georg Pichler, Pablo Piantanida, Gerald Matz:
Two Dictator Functions Maximize Mutual Information. CoRR abs/1604.02109 (2016) - 2015
- [c2]Georg Pichler
Distributed information-theoretic biclustering of two memoryless sources. Allerton 2015: 426-433 - [i1]Günther Koliander, Georg Pichler, Erwin Riegler, Franz Hlawatsch:
Entropy and Source Coding for Integer-Dimensional Singular Random Variables. CoRR abs/1505.03337 (2015) - 2014
- [c1]Georg Pichler
Entropy for singular distributions. ISIT 2014: 2484-2488
Coauthor Index
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