Ildus Sadrtdinov

Why Gaussian Diffusion Models Fail on Discrete Data? (2026) CoLM 2026
Can Training Dynamics of Scale-Invariant Neural Networks Be Explained by the Thermodynamics of an Ideal Gas? (2026) ICJAI 2026
Where Do Large Learning Rates Lead Us? (2024) NeurIPS 2024
Where Do Large Learning Rates Lead Us? A Feature Learning Perspective (2024) ICML Workshop 2024
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning (2023) NeurIPS 2023
On the Memorization Properties of Contrastive Learning (2021) Workshop ICML 2021