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20222026
most citedSentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition

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cs.LG2026

Kernelized Linear Attention: Breaking the Capacity Wall with Symmetric Cones

Ayoub Ghriss, Sourav Chakraborty

Linear attention promises constant-time recurrent inference but degrades sharply on associative recall. We formulate attention recall as a spherical-packing problem and introduce K…

cs.LG2026

S: Structured Sparsity Specification

Ayoub Ghriss

We introduce the Structured Sparsity Specification (S), an algebraic framework for defining, composing, and implementing structured sparse patterns. S specifies sparsity th…