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Publications

  1. Huguet, Guillaume, and Vuckovic, James and Fatras, Kilian and Thibodeau-Laufer, Eric and Lemos, Pablo and Islam, Riashat and Liu, Cheng-Hao, and Rector-Brooks, Jarrid and Akhound-Sadegh, Tara and Bronstein, Michael and Tong, Alexander and Bose, Joey Avishek. "Sequence-Augmented SE (3)-Flow Matching For Conditional Protein Backbone Generation." arXiv preprint arXiv:2405.20313 (2024). Accepted to NeurIPS 2024. | arXiv | Blog

  2. 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
  2. Note: This is a conference version of "A Mathematical Theory of Attention" arXiv:2007.02876.

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

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

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