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Publications

  1. Vuckovic, James. "Nonlinear MCMC for Bayesian Machine Learing". Advances in Neural Information Processing Systems, Volume 35, pages 28400-28413 (2022). | arXiv | Code | Poster | Reviews

Preprints

  1. Vuckovic, James and Baratin, Aristide and Tachet des Combes, Remi. "On the Regularity of Attention". arXiv preprint arXiv:2102.05628 (2021). | arXiv
    Note: This is a conference version of "A Mathematical Theory of Attention" arXiv:2007.02876.

  2. Vuckovic, James and Baratin, Aristide and Tachet des Combes, Remi. "A Mathematical Theory of Attention". arXiv preprint arXiv:2007.02876 (2020). | arXiv

  3. Vuckovic, James. "Kalman gradient descent: Adaptive variance reduction in stochastic optimization". arXiv preprint arXiv:1810.12273 (2018). | arXiv | Code

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