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cs.LG2026
Prequential E-Values for Selected-GP Near-Optimality Certificates
Ami Tavory, Noa Cohen
When optimizing an expensive black-box function sequentially, as in hyperparameter optimization, we may want to stop once the best evaluated value is certified within …
cs.LG2025★ 1 cited
Diffusion-Driven Inertial Generated Data for Smartphone Location Classification
Noa Cohen, Rotem Dror, Itzik Klein
Despite the crucial role of inertial measurements in motion tracking and navigation systems, the time-consuming and resource-intensive nature of collecting extensive inertial data…
cs.LG2024
Gradient-Free Training of Quantized Neural Networks
Noa Cohen, Omkar Joglekar, Dotan Di Castro +3
Training neural networks requires significant computational resources and energy. Methods like mixed-precision and quantization-aware training reduce bit usage, yet they still depe…