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09/07/2022
Algorithmic Learning Foundations for Common Law
This paper looks at a common law legal system as a learning algorithm, m...
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08/04/2022
Agnostic Learning of General ReLU Activation Using Gradient Descent
We provide a convergence analysis of gradient descent for the problem of...
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07/21/2021
Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations
We present polynomial time and sample efficient algorithms for learning ...
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12/15/2020