Byzantine Machine Learning: MultiKrum and an optimal notion of robustness Gilles Bareilles , Wassim (Wes) Bouaziz , Julien Fageot , El Mahdi El Mhamdi arXiv preprint arXiv:2602.03899 Feb, 2026 ARXIV PDF BIB
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset Lily Hong Zhang , Smitha Milli , Karen Jusko , Jonathan SMith , Brandon Amos , Wassim (Wes) Bouaziz , Manon Revel , Jack Kussman , Lisa Titus , Bhaktipriya Radharapu , Jane Yu , Vidya Sarma , Kris Rose , Maximilian Nickel International Conference on Learning Representations (ICLR) 2026 Jul, 2025 ARXIV CODE PDF BIB
On Monotonicity in AI Alignment Gilles Bareilles , Julien Fageot , Lê-Nguyên Hoang , Peva Blanchard , Wassim (Wes) Bouaziz , Sébastien Rouault , El Mahdi El Mhamdi arXiv preprint arXiv:2506.08998 Jun, 2025 ARXIV PDF BIB
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning Wassim (Wes) Bouaziz , Nicolas Usunier , El Mahdi El Mhamdi International Conference on Learning Representations (ICLR) 2026 Feb, 2025 ARXIV PDF BIB
Clustering Head: A Visual Case Study of the Training Dynamics in Transformers Ambroise Odonnat* , Wassim (Wes) Bouaziz* , Vivien Cabannes arXiv preprint arXiv:2410.24050 Feb, 2025 ARXIV CODE PDF BIB
Easing Optimization Paths: a Circuit Perspective Ambroise Odonnat* , Wassim (Wes) Bouaziz* , Vivien Cabannes Lecture at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025 Jan, 2025 ARXIV CODE PDF BIB
Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification Wassim (Wes) Bouaziz , El Mahdi El Mhamdi , Nicolas Usunier IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025 Nov, 2024 ARXIV PDF BIB
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning Wassim (Wes) Bouaziz , Nicolas Usunier , El Mahdi El Mhamdi International Conference on Learning Representations (ICLR) 2025 Oct, 2024 ARXIV PDF BIB
Iteration Head: A Mechanistic Study of Chain-of-Thought Vivien Cabannes , Charles Arnal , Wassim (Wes) Bouaziz , Alice Yang , Francois Charton , Julia Kempe Advances in Neural Information Processing Systems (NeurIPS) 2024 Oct, 2024 ARXIV CODE PDF BIB
Inverting Gradient Attacks Makes Powerful Data Poisoning Wassim (Wes) Bouaziz , El Mahdi El Mhamdi , Nicolas Usunier Transactions on Machine Learning Research (TMLR) 2025 Feb, 2023 ARXIV PDF BIB
On the Parameterized Complexity of Counting Small-Sized Minimum $\boldsymbol{(S, T)}$-Cuts Pierre Bergé , Wassim (Wes) Bouaziz , Arpad Rimmel , Joanna Tomasik SIAM Journal on Discrete Mathematics Jan, 2023 ARXIV BIB
$\texttt{pyannote.audio}$: neural building blocks for speaker diarization Hervé Bredin , Ruiqing Yin , Juan Manuel Coria , Gregory Gelly , Pavel Korshunov , Marvin Lavechin , Diego Fustes , Hadrien Titeux , Wassim (Wes) Bouaziz , Marie-Philippe Gill IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020 Nov, 2019 ARXIV CODE PDF BIB