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20222026
most citedTowards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

32 citations · 88 across the 23 of their papers we have counts for

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cs.LG2026

Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning

Aristotelis Ballas, Christos Diou

Sharpness-aware and gradient-alignment methods have been shown to improve generalization, however each family of methods targets a single geometric property of the loss landscape,…

cs.LG2026

Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects

Vasilis Gkolemis, Loukas Kavouras, Dimitrios Kyriakopoulos +5

Generalized additive models (GAMs) offer interpretability through independent univariate feature effects but underfit when interactions are present in data. GAMs add selected p…