conftrace_

non-i.i.d. learning

2 papers

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Co-occurring keywords · papers mentioning both

stationary sequence (1) persistence-based signature (1) stationary process (1) representation alignment (1) generalization bound (1) generalization error (1) empirical risk minimization (1) topological data analysis (1) probabilistic modeling (1) learning theory (1)

Papers

FedTopo: Topology-Informed Representation Alignment in Federated Learning Under Non-I.I.D. Conditions AAAI 2026 Learnability of Non-I.I.D. ACML 2016