James Vuckovic

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Variance Reduction

Data Association

Stochastic Optimization

Mathematical Theory

Top Venues

Publications

Guillaume Huguet, James Vuckovic, Kilian Fatras, Eric Thibodeau-Laufer, Pablo Lemos, Riashat Islam, Cheng-Hao Liu, Jarrid Rector-Brooks, Tara Akhound-Sadegh, Michael M. Bronstein, Alexander Tong, Avishek Joey Bose
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation. CoRR (2024)
James Vuckovic
Nonlinear MCMC for Bayesian Machine Learning. NeurIPS (2022)
James Vuckovic
Long-Time Convergence and Propagation of Chaos for Nonlinear MCMC. CoRR (2022)
James Vuckovic, Aristide Baratin, Remi Tachet des Combes
On the Regularity of Attention. CoRR (2021)
James Vuckovic, Aristide Baratin, Remi Tachet des Combes
A Mathematical Theory of Attention. CoRR (2020)
James Vuckovic
Kalman Gradient Descent: Adaptive Variance Reduction in Stochastic Optimization. CoRR (2018)