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Posts by Collection
portfolio
Portfolio item number 2
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publications
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.
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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).
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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.
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TSENOR: Highly-Efficient Algorithm for Finding Transposable N: M Sparse Masks
Published in NeurIPS 2025
Xiang Meng, Mehdi Makni, Rahul Mazumder. NeurIPS 2025.
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3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMs
Published in NeurIPS 2025
Mehdi Makni, Xiang Meng, Rahul Mazumder. NeurIPS 2025.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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