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Arash Ahmadian
Arash Ahmadian
Cohere For AI
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Title
Cited by
Cited by
Year
Pushing mixture of experts to the limit: Extremely parameter efficient moe for instruction tuning
T Zadouri, A Üstün, A Ahmadian, B Ermiş, A Locatelli, S Hooker
arXiv preprint arXiv:2309.05444, 2023
672023
Back to basics: Revisiting reinforce style optimization for learning from human feedback in llms
A Ahmadian, C Cremer, M Gallé, M Fadaee, J Kreutzer, O Pietquin, ...
arXiv preprint arXiv:2402.14740, 2024
562024
Intriguing properties of quantization at scale
A Ahmadian, S Dash, H Chen, B Venkitesh, ZS Gou, P Blunsom, A Üstün, ...
Advances in Neural Information Processing Systems 36, 34278-34294, 2023
282023
Rlhf can speak many languages: Unlocking multilingual preference optimization for llms
J Dang, A Ahmadian, K Marchisio, J Kreutzer, A Üstün, S Hooker
arXiv preprint arXiv:2407.02552, 2024
112024
Subspace learning using structure learning and non-convex regularization: Hybrid technique with mushroom reproduction optimization in gene selection
A Moslemi, M Bidar, A Ahmadian
Computers in Biology and Medicine 164, 107309, 2023
92023
Dual regularized subspace learning using adaptive graph learning and rank constraint: Unsupervised feature selection on gene expression microarray datasets
A Moslemi, A Ahmadian
Computers in Biology and Medicine 167, 107659, 2023
62023
The multilingual alignment prism: Aligning global and local preferences to reduce harm
A Ahmadian, B Ermis, S Goldfarb-Tarrant, J Kreutzer, M Fadaee, ...
arXiv preprint arXiv:2406.18682, 2024
52024
Titan 2.0: Enabling Open-Source CAD Evaluation with a Modern Architecture Capture
KT Khoozani, AA Dehkordi, V Betz
2023 33rd International Conference on Field-Programmable Logic and …, 2023
52023
Subspace learning for feature selection via rank revealing QR factorization: Fast feature selection
A Moslemi, A Ahmadian
Expert Systems with Applications 256, 124919, 2024
12024
Self-Improving Robust Preference Optimization
E Choi, A Ahmadian, M Geist, O Pietquin, MG Azar
arXiv preprint arXiv:2406.01660, 2024
12024
-AC: Learning latent decision-aware models for reinforcement learning in continuous state-spaces
CA Voelcker, A Ahmadian, R Abachi, I Gilitschenski, A Farahmand
arXiv preprint arXiv:2306.17366, 2023
12023
Subspace Learning for Feature Selection via Rank Revealing QR Factorization: Unsupervised and Hybrid Approaches with Non-negative Matrix Factorization and Evolutionary Algorithm
A Moslemi, A Ahmadian
arXiv preprint arXiv:2210.00418, 2022
12022
Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning
A Ahmadian, S Goldfarb-Tarrant, B Ermis, M Fadaee, S Hooker
arXiv preprint arXiv:2410.10801, 2024
2024
Averaging log-likelihoods in direct alignment
N Grinsztajn, Y Flet-Berliac, MG Azar, F Strub, B Wu, E Choi, C Cremer, ...
arXiv preprint arXiv:2406.19188, 2024
2024
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
Y Flet-Berliac, N Grinsztajn, F Strub, E Choi, C Cremer, A Ahmadian, ...
arXiv preprint arXiv:2406.19185, 2024
2024
Robust Chain of Thoughts Preference Optimization
E Choi, A Ahmadian, O Pietquin, M Geist, MG Azar
Seventeenth European Workshop on Reinforcement Learning, 2024
2024
Pseudo-Inverted Bottleneck Convolution for Darts Search Space
A Ahmadian, LSP Liu, Y Fei, KN Plataniotis, MS Hosseini
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Mix Data or Merge Models? Optimizing for Performance and Safety in Multilingual Contexts
A Ahmadian, S Goldfarb-Tarrant, B Ermis, M Fadaee, S Hooker
Neurips Safe Generative AI Workshop 2024, 0
-AC: Effective decision-aware reinforcement learning with latent models
CA Voelcker, A Ahmadian, R Abachi, I Gilitschenski, A Farahmand
2023 33rd International Conference on Field-Programmable Logic and Applications (FPL)| 979-8-3503-4151-5/23/$31.00© 2023 IEEE| DOI: 10.1109/FPL60245. 2023.00072
S Abi-Karam, S Alismail, C Álvarez, H Amrouch, V Anastasia, ...
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