Conformal Prediction for Federated Uncertainty Quantification Under Label Shift. - Vincent Plassier; Mehdi Makni; Aleksandr Rubashevskii; Eric Moulines; Maxim Panov (ICML, 2023)

A unified framework for Sparse plus Low-Rank Matrix Decomposition for LLMs. - Mehdi Makni; Kayhan Behdin; Zheng Xu 002; Natalia Ponomareva 001; Rahul Mazumder (CPAL, 2025)

HASSLE-free: A unified Framework for Sparse plus Low-Rank Matrix Decomposition for LLMs. - Mehdi Makni; Kayhan Behdin; Zheng Xu 002; Natalia Ponomareva 001; Rahul Mazumder (CoRR, 2025)

An Optimization Framework for Differentially Private Sparse Fine-Tuning. - Mehdi Makni; Kayhan Behdin; Gabriel Afriat; Zheng Xu 002; Sergei Vassilvitskii; Natalia Ponomareva 001; Hussein Hazimeh 001; Rahul Mazumder (CoRR, 2025)

TSENOR: Highly-Efficient Algorithm for Finding Transposable N:M Sparse Masks. - Xiang Meng; Mehdi Makni; Rahul Mazumder (CoRR, 2025)