2 papers
eess.SP2024
Joint Data Inpainting and Graph Learning via Unrolled Neural Networks
Subbareddy Batreddy, Pushkal Mishra, Yaswanth Kakarla +1
Given partial measurements of a time-varying graph signal, we propose an algorithm to simultaneously estimate both the underlying graph topology and the missing measurements. The p…
cs.AI2024
Learning Using a Single Forward Pass
Aditya Somasundaram, Pushkal Mishra, Ayon Borthakur
We propose a learning algorithm to overcome the limitations of traditional backpropagation in resource-constrained environments: Solo Pass Embedded Learning Algorithm (SPELA). SPEL…