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Tag: cs.MA

Incentivize Contribution and Learn Parameters Too: Federated Learning with Strategic Data Owners

Incentivize Contribution and Learn Parameters Too: Federated Learning with Strategic Data Owners

October 15, 2026

[Submitted on 17 May 2025 (v1), last revised 14 Oct 2026 (this version, v5)] View PDF HTML (experimental) Abstract:In federated…

Cortex: Consolidating Context into Parametric Memory

Cortex: Consolidating Context into Parametric Memory

October 15, 2026

[Submitted on 14 Oct 2026] View PDF Abstract:Context can improve large language model performance, but these gains may be lost…

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