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6 Publications
2025 |
Published |
Conference Paper |
IST-REx-ID: 22826 |
Hogwild! Inference: Parallel LLM generation via concurrent attention
G. Rodionov, R. Garipov, A. Shutova, G. Yakushev, E. Schultheis, V. Egiazarian, A. Sinitsin, D. Kuznedelev, D.-A. Alistarh, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 52014–52055.
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G. Rodionov, R. Garipov, A. Shutova, G. Yakushev, E. Schultheis, V. Egiazarian, A. Sinitsin, D. Kuznedelev, D.-A. Alistarh, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 52014–52055.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22825 |
Neural collapse is globally optimal in deep regularized ResNets and transformers
P. Súkeník, C. Lampert, M. Mondelli, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 48646–48677.
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| arXiv
P. Súkeník, C. Lampert, M. Mondelli, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 48646–48677.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22824 |
Fast rate bounds for multi-task and meta-learning with different sample sizes
H. Zakerinia, C. Lampert, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 9062–9093.
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H. Zakerinia, C. Lampert, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 9062–9093.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22823 |
Setting ε is not the issue in differential privacy
E.A.L. Cyffers, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 159016–159028.
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E.A.L. Cyffers, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 159016–159028.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22830 |
AutoJudge: Judge decoding without manual annotation
R. Garipov, F. Velikonivtsev, I. Ermakov, R. Svirschevski, V. Egiazarian, M. Ryabinin, in:, 39th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 104904–104941.
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| arXiv
R. Garipov, F. Velikonivtsev, I. Ermakov, R. Svirschevski, V. Egiazarian, M. Ryabinin, in:, 39th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 104904–104941.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22828 |
Continual release moment estimation with differential privacy
N. Kalinin, J. Upadhyay, C. Lampert, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 64002–64047.
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N. Kalinin, J. Upadhyay, C. Lampert, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 64002–64047.