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Phi Hoc Tran

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#federated learning Open access Sep 2026

Evidential Federated Learning for Robust Multimodal Emotion Recognition in Conversations

Emotion Recognition in Conversations (ERC) at scale faces two coupled obstacles: conversational data is partitioned across organizations under privacy constraints, and emotion labels are costly, leaving most utterances unlabelled. Federated learning addresses the first, but standard aggregation trusts every client upda...

Dai Loc Dinh, Phi Hoc Tran, Gia Phu Ho et al. · 0 citations
#federated learning Open access Sep 2026

Evidential Federated Learning for Robust Multimodal Emotion Recognition in Conversations

Emotion Recognition in Conversations (ERC) at scale faces two coupled obstacles: conversational data is partitioned across organizations under privacy constraints, and emotion labels are costly, leaving most utterances unlabelled. Federated learning addresses the first, but standard aggregation trusts every client upda...

Dai Loc Dinh, Phi Hoc Tran, Gia Phu Ho et al. · 0 citations

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