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ENTITY Guy Smorodinsky

Guy Smorodinsky

PulseAugur coverage of Guy Smorodinsky — every cluster mentioning Guy Smorodinsky across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_294452 ·

    New research reveals slow convergence rates for Gradient Descent in neural networks

    Researchers have analyzed the convergence rate of Gradient Descent (GD) in a simplified two-neuron ReLU neural network with two training instances. They theoretically proved that while GD can achieve an optimal robustne…

  2. TOOL · CL_221247 ·

    New research reveals provable privacy attacks on shallow neural networks

    Researchers have developed provable privacy attacks targeting shallow neural networks, specifically 2-layer ReLU networks. These attacks focus on membership inference and data reconstruction, demonstrating that theoreti…