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cs.LG2026
Representing Tensors as Compositions for Efficient Computation on Sparse and Structured Data
Valérian Rey, Praneth Paruchuri
We propose a new mathematical formalism in which all kinds of tensors and of operations on those tensors are represented as simple function compositions. Tensors are functions from…
cs.LG2024★ 1 cited
Jacobian Descent for Multi-Objective Optimization
Pierre Quinton, Valérian Rey
Many optimization problems require balancing multiple conflicting objectives. To generalize gradient descent, which is limited to single-objective optimization, we introduce Jacobi…