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Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks?

Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin

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First public release: 2025-10-06 · Indexed by Pub-AI: 2026-10-25 UTC

conferenceInternational Conference on Machine Learning2025 · main

Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks?

Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin

Published online: 2025-10-06 · Original record ↗

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    Source date: 2025-10-06 · First detected: 2026-10-25 UTC · Historical baseline

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