Umut Simsekli

~Umut_Simsekli1

5

论文总数

2.5

年均投稿

6.7

平均评分

接收情况5/5

会议分布

NeurIPS

3

ICLR

1

ICML

1

发表论文 (5 篇)

20253 篇

Heavy-Tailed Diffusion with Denoising Levy Probabilistic Models

ICLR 2025Poster

The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training

ICML 2025Poster

Algorithm- and Data-Dependent Generalization Bounds for Diffusion Models

NeurIPS 2025Poster

20242 篇

Piecewise deterministic generative models

NeurIPS 2024Poster

Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms

NeurIPS 2024Poster

合作者 (13)

Alain Oliviero Durmus3 篇

Dario Shariatian3 篇

Benjamin Dupuis2 篇

Rayna Andreeva1 篇

Rik Sarkar1 篇

Tolga Birdal1 篇

Adrien Taylor1 篇

Alexander Hägele1 篇