Akyildiz, O. Deniz

4 publications

NeurIPS 2025 Learning Latent Variable Models via Jarzynski-Adjusted Langevin Algorithm James Cuin, Davide Carbone, O. Deniz Akyildiz

TMLR 2025 On Diffusion Posterior Sampling via Sequential Monte Carlo for Zero-Shot Scaffolding of Protein Motifs James Matthew Young, O. Deniz Akyildiz

NeurIPS 2025 Sampling by Averaging: A Multiscale Approach to Score Estimation Paula Cordero Encinar, Andrew B. Duncan, Sebastian Reich, O. Deniz Akyildiz

JMLR 2024 Nonasymptotic Analysis of Stochastic Gradient Hamiltonian Monte Carlo Under Local Conditions for Nonconvex Optimization O. Deniz Akyildiz, Sotirios Sabanis