26 citations · 39 across the 5 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
physics.chem-ph2020★ 11 cited
On sparse identification of complex dynamical systems: A study on discovering influential reactions in chemical reaction networks
Farshad Harirchi, Doohyun Kim, Omar Khalil +5
A wide variety of real life complex networks are prohibitively large for modeling, analysis and control. Understanding the structure and dynamics of such networks entails creating…
math.OC2020
CAPPA: Continuous-time Accelerated Proximal Point Algorithm for Sparse Recovery
Kunal Garg, Mayank Baranwal
This paper develops a novel Continuous-time Accelerated Proximal Point Algorithm (CAPPA) for -minimization problems with provable fixed-time convergence guarantees. The pro…
stat.ML2020★ 1 cited
The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version
Abram Magner, Mayank Baranwal, Alfred O. Hero
Graph convolutional networks (GCNs) are a widely used method for graph representation learning. We investigate the power of GCNs, as a function of their number of layers, to distin…