1 code implementation • 12 Jul 2023 • Sohom Mukherjee, Nicolas Loizou, Sebastian U. Stich
We prove that FedSPS converges linearly in strongly convex and sublinearly in convex settings when the interpolation condition (overparametrization) is satisfied, and converges to a neighborhood of the solution in the general case.
1 code implementation • 5 Oct 2022 • Advait Gadhikar, Sohom Mukherjee, Rebekka Burkholz
Random masks define surprisingly effective sparse neural network models, as has been shown empirically.
no code implementations • 9 Sep 2018 • Sohom Mukherjee, Arif Ahmed, Debi Prosad Dogra, Samarjit Kar, Partha Pratim Roy
Moreover, the initialization and termination of mid-air finger writing is also challenging due to the absence of any standard delimiting criterion.