Conformal Prediction of Classifiers with Many Classes based on Noisy Labels.

Coby Penso Coby Penso Jacob Goldberger Ethan Fetaya Conformal Prediction of Classifiers with Many Classes based on Noisy Labels. 82-95 2025 COPA https://proceedings.mlr.press/v266/penso25a.html conf/copa/2025 db/conf/copa/copa2025.html#PensoGF25 streams/conf/copa Coby Penso Bar Mahpud Jacob Goldberger Or Sheffet Privacy-Preserving Conformal Prediction Under Local Differential Privacy. 96-112 2025 COPA https://proceedings.mlr.press/v266/penso25b.html conf/copa/2025 db/conf/copa/copa2025.html#PensoMGS25 streams/conf/copa

Coby Penso Jacob Goldberger Ethan Fetaya Estimating the Conformal Prediction Threshold from Noisy Labels. 2025 January abs/2501.12749 CoRR https://doi.org/10.48550/arXiv.2501.12749 db/journals/corr/corr2501.html#abs-2501-12749 streams/journals/corr

Coby Penso Bar Mahpud Jacob Goldberger Or Sheffet Privacy-Preserving Conformal Prediction Under Local Differential Privacy. 2025 May abs/2505.15721 CoRR https://doi.org/10.48550/arXiv.2505.15721 db/journals/corr/corr2505.html#abs-2505-15721 streams/journals/corr

Eyal Betzalel Coby Penso Ethan Fetaya Evaluation Metrics for Generative Models: An Empirical Study. 1531-1544 2024 September 6 Mach. Learn. Knowl. Extr. 3 https://doi.org/10.3390/make6030073 db/journals/make/make6.html#BetzalelPF24 streams/journals/make

Coby Penso Lior Frenkel Jacob Goldberger Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise. 2050-2060 2024 June 43 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2024.3353762 https://www.wikidata.org/entity/Q130050264 db/journals/tmi/tmi43.html#PensoFG24

Coby Penso Jacob Goldberger Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy. 153-169 2024 ECCV Workshops (17) https://doi.org/10.1007/978-3-031-91585-7_10 conf/eccv/2024-w17 db/conf/eccv/eccv2024-w17.html#PensoG24 streams/conf/eccv Coby Penso Jacob Goldberger A Joint Training and Confidence Calibration Procedure That is Robust to Label Noise. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635160 conf/isbi/2024 db/conf/isbi/isbi2024.html#PensoG24 streams/conf/isbi Coby Penso Jacob Goldberger Noise-Robust Conformal Prediction for Medical Image Classification. 159-168 2024 MLMI@MICCAI (2) https://doi.org/10.1007/978-3-031-73290-4_16 conf/mlmi-ws/2024-2 db/conf/mlmi-ws/mlmi2024-2.html#PensoG24 streams/conf/mlmi-ws

Coby Penso Jacob Goldberger A Conformal Prediction Score that is Robust to Label Noise. 2024 abs/2405.02648 CoRR https://doi.org/10.48550/arXiv.2405.02648 db/journals/corr/corr2405.html#abs-2405-02648

Coby Penso Jacob Goldberger Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy. 2024 abs/2409.04241 CoRR https://doi.org/10.48550/arXiv.2409.04241 db/journals/corr/corr2409.html#abs-2409-04241 streams/journals/corr

Coby Penso Idan Achituve Ethan Fetaya Functional Ensemble Distillation. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/0b7f639ef28a9035a71f7e0c04c1d681-Abstract-Conference.html db/conf/nips/neurips2022.html#PensoAF22

Coby Penso Idan Achituve Ethan Fetaya Functional Ensemble Distillation. 2022 abs/2206.02183 CoRR https://doi.org/10.48550/arXiv.2206.02183 db/journals/corr/corr2206.html#abs-2206-02183

Eyal Betzalel Coby Penso Aviv Navon Ethan Fetaya A Study on the Evaluation of Generative Models. 2022 abs/2206.10935 CoRR https://doi.org/10.48550/arXiv.2206.10935 db/journals/corr/corr2206.html#abs-2206-10935

Idan Achituve Eyal Betzalel Ethan Fetaya Lior Frenkel Jacob Goldberger Bar Mahpud Aviv Navon Or Sheffet