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cs.LG2024
Modularity aided consistent attributed graph clustering via coarsening
Samarth Bhatia, Yukti Makhija, Manoj Kumar +1
Graph clustering is an important unsupervised learning technique for partitioning graphs with attributes and detecting communities. However, current methods struggle to accurately…
cs.LG2024
Lowering PyTorch's Memory Consumption for Selective Differentiation
Samarth Bhatia, Felix Dangel
Memory is a limiting resource for many deep learning tasks. Beside the neural network weights, one main memory consumer is the computation graph built up by automatic differentiati…