Curriculum learning for multilevel budgeted combinatorial problems. - Adel Nabli; Margarida Carvalho (NeurIPS, 2020)

Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning. - Robin Algayres; Adel Nabli; Benoît Sagot; Emmanuel Dupoux (INTERSPEECH, 2022)

DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization for Time-Varying Gossips. - Adel Nabli; Edouard Oyallon (CoRR, 2022)

Complexity of the multilevel critical node problem. - Adel Nabli; Margarida Carvalho; Pierre Hosteins (J. Comput. Syst. Sci., 2022)

DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization. - Adel Nabli; Edouard Oyallon (ICML, 2023)

A2CiD2: Accelerating Asynchronous Communication in Decentralized Deep Learning. - Adel Nabli; Eugene Belilovsky; Edouard Oyallon (NeurIPS, 2023)

WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average. - Louis Fournier; Adel Nabli; Masih Aminbeidokhti; Marco Pedersoli; Eugene Belilovsky; Edouard Oyallon (CoRR, 2024)

ACCO: Accumulate while you Communicate, Hiding Communications in Distributed LLM Training. - Adel Nabli; Louis Fournier; Pierre Erbacher; Louis Serrano; Eugene Belilovsky; Edouard Oyallon (CoRR, 2024)