Himanshu Buckchash

Hedging Is Not All You Need: A Simple Baseline for Online Learning Under Haphazard Inputs

Handling haphazard streaming data, such as data from edge devices, presents a challenging problem. Over time, the incoming data becomes inconsistent, with missing, faulty, or new inputs reappearing. Therefore, it requires models that are reliable. Recent methods to solve this problem depend on a hed…