40 citations · 54 across the 4 of their papers we have counts for
4 papers
Two-block vs. Multi-block ADMM: An empirical evaluation of convergence
Andre Goncalves, Xiaoli Liu, Arindam Banerjee
Alternating Direction Method of Multipliers (ADMM) has become a widely used optimization method for convex problems, particularly in the context of data mining in which large optim…
Spatial Projection of Multiple Climate Variables using Hierarchical Multitask Learning
André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben
Future projection of climate is typically obtained by combining outputs from multiple Earth System Models (ESMs) for several climate variables such as temperature and precipitation…
An Extremal Optimization approach to parallel resonance constrained capacitor placement problem
André R. Goncalves, Celso Cavelucci, Christiano Lyra Filho +1
Installation of capacitors in distribution networks is one of the most used procedure to compensate reactive power generated by loads and, consequently, to reduce technical losses.…
Multi-task Sparse Structure Learning
Andre R. Goncalves, Puja Das, Soumyadeep Chatterjee +3
Multi-task learning (MTL) aims to improve generalization performance by learning multiple related tasks simultaneously. While sometimes the underlying task relationship structure i…