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Publications

Publications by Carlos Manuel Soares

2024

Meta-learning and Data Augmentation for Stress Testing Forecasting Models

Authors
Inácio, R; Cerqueira, V; Barandas, M; Soares, C;

Publication
CoRR

Abstract

2024

Forecasting with Deep Learning: Beyond Average of Average of Average Performance

Authors
Cerqueira, V; Roque, L; Soares, C;

Publication
CoRR

Abstract

2024

On-the-fly Data Augmentation for Forecasting with Deep Learning

Authors
Cerqueira, V; dos Santos, MR; Baghoussi, Y; Soares, C;

Publication
CoRR

Abstract

2024

Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary

Authors
Gomes, I; Teixeira, LF; van Rijn, JN; Soares, C; Restivo, A; Cunha, L; Santos, M;

Publication
CoRR

Abstract

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