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University of Notre Dame
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PolySim achieves up to 10.3% better retrieval accuracy than traditional deterministic methods by transforming probabilistic embeddings into a fully deterministic framework suitable for edge devices.
Bayesian decision trees get a 100x speedup and 10,000x energy efficiency boost thanks to a novel hardware platform leveraging ferroelectric FETs.