DT-GOL: Dual-Track Geometric Online Learning in Nonstationary Environment with Label Delay

Online learning is crucial for handling complex data streams in big data applications. Recent research has begun to focus on dynamic scenarios, i.e., non-stationary environments. However, a crucial yet often overlooked aspect is label latency, where new data may not receive labels in time due to the…

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