Data imbalance is an important issue in data-driven deep-learning methodologies. In sound event detection (SED), there are two types of data imbalance issues caused by the diverse time duration of ...

The US Supreme Court’s dismissal of Laboratory Corp. of America Holdings v. Davis represents a missed opportunity to resolve a fundamental question in class action litigation. The 8-1 dismissal as ...

Fourth Circuit reverses class certification in Marriott data breach suit. Marriott’s class-action waiver deemed valid and enforceable. Lawsuit stemmed from 2018 breach impacting 130M guest records.