Nikita Balabin

3 papers · 2022–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (2) ICLR (1)

Top co-authors

Ilya Trofimov (3) Serguei Barannikov (3) Evgeny Burnaev (3) Daria Voronkova (1) Eduard Tulchinskii (1) Daniil Cherniavskii (1)

Keywords

representation learning (1) transfer learning (1) ensemble learning (1) topological data analysis (1) neural network (1)

Papers

Disentanglement Learning via Topology ICML 2024

Learning topology-preserving data representations ICLR 2023

Representation Topology Divergence: A Method for Comparing Neural Network Representations. ICML 2022