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6 Publications


2025 | Published | Conference Paper | IST-REx-ID: 22826 | OA
Rodionov G, Garipov R, Shutova A, et al. Hogwild! Inference: Parallel LLM generation via concurrent attention. In: 39th Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025:52014-52055. doi:10.52202/085713-1551
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2025 | Published | Conference Paper | IST-REx-ID: 22825 | OA
Súkeník P, Lampert C, Mondelli M. Neural collapse is globally optimal in deep regularized ResNets and transformers. In: 39th Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025:48646-48677. doi:10.52202/085713-1450
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 22824 | OA
Zakerinia H, Lampert C. Fast rate bounds for multi-task and meta-learning with different sample sizes. In: 39th Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025:9062-9093. doi:10.52202/085713-0278
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2025 | Published | Conference Paper | IST-REx-ID: 22823 | OA
Cyffers EAL. Setting ε is not the issue in differential privacy. In: 39th Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025:159016-159028. doi:10.52202/085713-4798
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2025 | Published | Conference Paper | IST-REx-ID: 22830 | OA
Garipov R, Velikonivtsev F, Ermakov I, Svirschevski R, Egiazarian V, Ryabinin M. AutoJudge: Judge decoding without manual annotation. In: 39th Annual Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025:104904-104941. doi:10.52202/085713-3163
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 22828 | OA
Kalinin N, Upadhyay J, Lampert C. Continual release moment estimation with differential privacy. In: Advances in Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025:64002-64047. doi:10.52202/085713-1924
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