conftrace_

unconstrained feature model

3 papers

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Also known as

UFM

Co-occurring keywords · papers mentioning both

neural collapse (3) mse loss (1) last-layer feature (1) equiangular tight frame (1) simplex equiangular tight frame (1) mean squared error loss (1) simplex etf (1) classification task (1) global optimality (1) shallow neural network (1)

Papers

Beyond Unconstrained Features: Neural Collapse for Shallow Neural Networks with General Data JMLR 2026 The Prevalence of Neural Collapse in Neural Multivariate Regression NeurIPS 2024 On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022