no code implementations • 29 Nov 2019 • Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan, Daniil Emtsev, Evgeny Burnaev
We apply the canonical forms (barcodes) of gradient Morse complexes to explore topology of loss surfaces.
no code implementations • 25 Sep 2019 • Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan, Daniil Emtsev, Evgeny Burnaev
We apply canonical forms of gradient complexes (barcodes) to explore neural networks loss surfaces.