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3 results for "classification"
- ai · arxiv/cs.LG · 4 min
ActiNet: Self-Supervised Model Improves Wrist Activity Classification
Open-source deep learning tool outperforms random forest baselines for extracting activity intensity from wearable accelerometer data in epidemiological research.
May 3, 2026 Read → - ai · arxiv/cs.LG · 4 min
Quantum-LSTM hybrid cuts physics model training data by 100×
Federated learning with quantum-enhanced LSTM achieves classical accuracy on SUSY classification using 20K samples instead of 2M, with under 300 parameters.
Apr 20, 2026 Read → - ai · arxiv/cs.LG · 8 min
Estimating classification ceiling without perfect labels
Ushio et al. show how to measure the theoretical best-case error rate in binary classification using imperfect soft labels and calibration techniques.
Apr 17, 2026 Read →