Serguei Barannikov

Topological data analysis · Topology · Persistent homology · Generative Models · Generative Adversarial Models · Attention graphs · BERT · Representations learning · Representations · Disentanglement · Autoencoders · Variational Autoencoders · Loss landscape · Loss surfaces · Attention mechanism · Large language models · Mechanistic Interpretability · Travelling Salesman Problem (TSP) · Reasoning