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Saradindu Sengupta

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How can a learnt ML model unlearn something: Framework for "Machine Unlearning"PyData Global 20232023-12-06
Survey of methods and limits for removing training influence without full retrain claims a working machine unlearning framework and demos verification by…
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Bessel's Correction- Effects of (n-1) as the denominator in Standard DeviationPyData Global 20222022-12-01
Claims that using n−1 (Bessel correction) yields an unbiased estimator for sample variance and standard deviation especially when samples are small…
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Things I learned running neural networks on microcontrollersPyData Global 20222022-12-01
Shows concrete decisions: deploy on edge for very low latency, privacy, poor networks, or high throughput; use federated training if data must never leave…
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