Barannikov Sergei Aleksandrovich

Publications in Math-Net.Ru

1. Barcodes as summary of loss function topology
   
   Dokl. RAN. Math. Inf. Proc. Upr., 514:2 (2023),  196–211
2. 1-Dimensional topological invariants to estimate loss surface non-convexity
   
   Dokl. RAN. Math. Inf. Proc. Upr., 514:2 (2023),  187–195
3. The Complements of Resultant and Discriminant Sets in $\mathbb C^n$ Are $M$-Manifolds
   
   Funktsional. Anal. i Prilozhen., 27:3 (1993),  1–4
4. On the space of real polynomials without multiple critical values
   
   Funktsional. Anal. i Prilozhen., 26:2 (1992),  10–17