conftrace_

collaborative machine learning

6 papers

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Also known as

CML

Co-occurring keywords · papers mentioning both

federated learning (3) model reward (2) shapley value (2) incentive mechanism (2) peer-to-peer learning (1) payoff allocation (1) optimal contracting (1) secure learning (1) gradient reward (1) gradient shapley (1)

Papers

Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025 Robust and Actively Secure Serverless Collaborative Learning NeurIPS 2023 Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges IJCAI 2022 Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning NeurIPS 2022 Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning NeurIPS 2021 Collaborative Machine Learning with Incentive-Aware Model Rewards ICML 2020