Watermarking Makes Language Models Radioactive
Tom Sander, Pierre Fernandez, Alain Durmus, Matthijs Douze, Teddy Furon. Watermarking Makes Language Models Radioactive. Neurips 2024 (Spotlight). Apr, 2024.
Differentially Private Representation Learning via Image Captioning
Tom Sander, Yaodong Yu, Maziar Sanjabi, Alain Durmus, Yi Ma, Kamalika Chaudhuri, Chuan Guo. Differentially Private Representation Learning via Image Captioning. International Conference of Machine Learning (ICML). Mar, 2024.
Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training
Tom Sander, Maxime Sylvestre, Alain Durmus. Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training. International Conference on Artificial Intelligence and Statistics (AISTATS). Feb, 2024.
TAN Without a Burn: Scaling Laws of DP-SGD
Tom Sander, Pierre Stock, Alexandre Sablayrolles. TAN Without a Burn: Scaling Laws of DP-SGD. International Conference of Machine Learning (ICML). Jul, 2023.