Missing the Forest for the Trees: Modular Search and Systemic Inertia as a Response to Environmental Change
Sign Up to like & getrecommendations! Published in 2022 at "Administrative Science Quarterly"
DOI: 10.1177/00018392221136267
Abstract: I develop and test a theory that explains why organizations may struggle to adapt in the face of change even when their members are aware of change, are motivated to adapt, and have the resources… read more here.
Keywords: missing forest; change; modular search; environmental change ... See more keywords
Compression of Neural Networks for Specialized Tasks via Value Locality
Sign Up to like & getrecommendations! Published in 2021 at "Mathematics"
DOI: 10.3390/math9202612
Abstract: Convolutional Neural Networks (CNNs) are broadly used in numerous applications such as computer vision and image classification. Although CNN models deliver state-of-the-art accuracy, they require heavy computational resources that are not always affordable or available… read more here.
Keywords: value locality; compression; specialized tasks; neural networks ... See more keywords