Ildus Sadrtdinov

According to our database, Ildus Sadrtdinov authored at least 4 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

SGD as Free Energy Minimization: A Thermodynamic View on Neural Network Training.

Ildus Sadrtdinov, Ivan Klimov, Ekaterina Lobacheva, Dmitry Vetrov

CoRR, May, 2025

2024

Where Do Large Learning Rates Lead Us?

Ildus Sadrtdinov, Maxim Kodryan, Eduard Pokonechny, Ekaterina Lobacheva, Dmitry P. Vetrov

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning.

Ildus Sadrtdinov, Dmitrii Pozdeev, Dmitry P. Vetrov, Ekaterina Lobacheva

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

On the Memorization Properties of Contrastive Learning.

Ildus Sadrtdinov, Nadezhda Chirkova, Ekaterina Lobacheva

CoRR, 2021