UJM at CLEF in Author Identification Notebook for PAN at CLEF 2014. - Jordan Fréry; Christine Largeron; Mihaela Juganaru-Mathieu (CLEF (Working Notes), 2014)

Identification d'auteurs par apprentissage automatique. - Jordan Fréry; Christine Largeron; Mihaela Juganaru-Mathieu (EGC, 2015)

Author identification by automatic learning. - Jordan Fréry; Christine Largeron; Mihaela Juganaru-Mathieu (ICDAR, 2015)

Modèles de représentation textuels et méthodes d'apprentissage adaptés à l'identification d'auteurs. - Christine Largeron; Jordan Fréry; Mihaela Juganaru-Mathieu (EDA, 2017)

Efficient Top Rank Optimization with Gradient Boosting for Supervised Anomaly Detection. - Jordan Fréry; Amaury Habrard; Marc Sebban; Olivier Caelen; Liyun He-Guelton (ECML/PKDD (1), 2017)

Online Non-linear Gradient Boosting in Multi-latent Spaces. - Jordan Fréry; Amaury Habrard; Marc Sebban; Olivier Caelen; Liyun He-Guelton (IDA, 2018)

Non-Linear Gradient Boosting for Class-Imbalance Learning. - Jordan Fréry; Amaury Habrard; Marc Sebban; Liyun He-Guelton (LIDTA@ECML/PKDD, 2018)

Ensemble Learning for Extremely Imbalced Data Flows. (Apprentissage Ensembliste sur des flux de données extrêmement déséquilibrés). - Jordan Fréry (2019)

Master Your Metrics with Calibration. - Wissam Siblini; Jordan Fréry; Liyun He-Guelton; Frédéric Oblé; Yi-Qing Wang (IDA, 2020)

Deep Neural Networks for Encrypted Inference with TFHE. - Andrei Stoian; Jordan Fréry; Roman Bredehoft; Luis Montero; Celia Kherfallah; Benoît Chevallier-Mames (CSCML, 2023)

Privacy-Preserving Tree-Based Inference with TFHE. - Jordan Fréry; Andrei Stoian; Roman Bredehoft; Luis Montero; Celia Kherfallah; Benoît Chevallier-Mames; Arthur Meyre (MSPN, 2023)

Privacy-Preserving Tree-Based Inference with Fully Homomorphic Encryption. - Jordan Fréry; Andrei Stoian; Roman Bredehoft; Luis Montero; Celia Kherfallah; Benoît Chevallier-Mames; Arthur Meyre (IACR Cryptol. ePrint Arch., 2023)

Machine Learning Training on Encrypted Data with TFHE. - Luis Montero; Jordan Fréry; Celia Kherfallah; Roman Bredehoft; Andrei Stoian (IWSPA@CODASPY, 2024)

Neural Network Training on Encrypted Data with TFHE. - Luis Montero; Jordan Fréry; Celia Kherfallah; Roman Bredehoft; Andrei Stoian (CoRR, 2024)

Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption. - Jordan Fréry; Roman Bredehoft; Jakub Klemsa; Arthur Meyre; Andrei Stoian (CoRR, 2025)