Georg Pichler - RankMe

32 papers A* 4A 1B 5Journal 19Unranked 3

Year	Rank	Type	Title / 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