Search Results for author: Agapi Rissaki

Found 2 papers, 0 papers with code

Towards Unbiased Exploration in Partial Label Learning

no code implementations2 Jul 2023 Zsolt Zombori, Agapi Rissaki, Kristóf Szabó, Wolfgang Gatterbauer, Michael Benedikt

We consider learning a probabilistic classifier from partially-labelled supervision (inputs denoted with multiple possibilities) using standard neural architectures with a softmax as the final layer.

Partial Label Learning

Solving Inverse Problems for Spectral Energy Distributions with Deep Generative Networks

no code implementations9 Dec 2020 Agapi Rissaki, Orestis Pavlou, Dimitris Fotakis, Vicky Papadopoulou, Andreas Efstathiou

We propose an end-to-end approach for solving inverse problems for a class of complex astronomical signals, namely Spectral Energy Distributions (SEDs).

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