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Functional Gradient Descent with Adaptive Representations

Functional gradient descent with adaptive representations converges to stationary points or global minimizers despite approximation errors and outperforms fixed approximations and neural network baselines.

Daniel Csillag, Rodrigo Schuller, Pedro Dall’Antonia, Leonidas Guibas and 2 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 3/5
medium 6/10
strict 2/5