conftrace_

iterative differentiation

2 papers

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Co-occurring keywords · papers mentioning both

approximate implicit differentiation (1) stochastic estimator (1) federated hypergradient (1) nonsmooth contraction map (1) stochastic method (1) convergence rate (1) bilevel optimization (1) communication efficiency (1) implicit differentiation (1) distributed optimization (1)

Papers

Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates ICML 2024 Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation ICML 2023