2 papers
cs.SI2021
Knowledge Value Stream Framework For Complex Product Design Decisions
Ramakrishnan Raman, Meenakshi D'Souza
Product Development value stream includes all the activities, value added and non value added, for designing and developing a product. It is characterized by flow of knowledge that…
cs.LG2021
LipBaB: Computing exact Lipschitz constant of ReLU networks
Aritra Bhowmick, Meenakshi D'Souza, G. Srinivasa Raghavan
The Lipschitz constant of neural networks plays an important role in several contexts of deep learning ranging from robustness certification and regularization to stability analysi…