On Controllable Sparse Alternatives to Softmax

Anirban Laha, Saneem Ahmed Chemmengath, Priyanka Agrawal, Mitesh Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy

Feb-13-2026, 02:18:21 GMT–Neural Information Processing Systems

Converting an n-dimensional vector to a probability distribution over n objects isacommonly used component inmanymachine learning tasks likemulticlass classification,multilabelclassification,attentionmechanismsetc.

artificial intelligence, machine learning, mapping function, (18 more...)

Neural Information Processing Systems

Feb-13-2026, 02:18:21 GMT

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