3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMs
Published in NeurIPS 2025
Mehdi Makni, Xiang Meng, Rahul Mazumder. NeurIPS 2025.
Paper Link
Publications
TSENOR: Highly-Efficient Algorithm for Finding Transposable N: M Sparse Masks
Published in NeurIPS 2025
Xiang Meng, Mehdi Makni, Rahul Mazumder. NeurIPS 2025.
Paper Link
An Optimization Framework for Differentially Private Sparse Fine-Tuning
Published in KDD 2025
Mehdi Makni, Kayhan Behdin, Gabriel Afriat, Hussein Hazimeh, Zheng Xu, Sergei Vassilvitskii, Natalia Ponomareva, Rahul Mazumder. KDD 2025.
Paper Link
A Unified Framework for Sparse plus Low-Rank Matrix Decomposition for LLMs
Published in CPAL 2025 (Oral)
Mehdi Makni, Kayhan Behdin, Zheng Xu, Natalia Ponomareva, Rahul Mazumder. CPAL 2025 (Oral).
Paper Link
Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
Published in ICML 2023
Vincent Plassier*, Mehdi Makni*, Aleksandr Rubashevskii, Eric Moulines, Maxim Panov. ICML 2023.
Paper Link