2 citations · 2 across the 3 of their papers we have counts for
3 papers
An Explicit Convergence Rate for Nesterov's Method from SDP
Sam Safavi, Bikash Joshi, Guilherme França +1
The framework of Integral Quadratic Constraints (IQC) introduced by Lessard et al. (2014) reduces the computation of upper bounds on the convergence rate of several optimization al…
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges
Bikash Joshi, Franck Iutzeler, Massih-Reza Amini
In many distributed learning problems, the heterogeneous loading of computing machines may harm the overall performance of synchronous strategies. In this paper, we propose an effe…
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification
Bikash Joshi, Massih-Reza Amini, Ioannis Partalas +2
We address the problem of multi-class classification in the case where the number of classes is very large. We propose a double sampling strategy on top of a multi-class to binary…