ML·A
Scalable Attention Mechanisms for Real-Time Sensor Fusion in Autonomous Industrial Robots
SARTI: transformer-based sensor fusion at sub-10ms latency. 97.3% accuracy across 7 industrial environments.
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DS·B
Federated Learning Under Non-IID Conditions: Convergence Analysis with Differential Privacy
First tight convergence bounds under (ε,δ)-DP. Fundamental privacy-convergence trade-off quantified. Healthcare and finance validation.