conftrace_

approximate implicit differentiation

2 papers

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Co-occurring keywords · papers mentioning both

hypergradient computation (1) stochastic estimator (1) nonsmooth contraction map (1) iterative differentiation (1) iteration complexity (1) convergence rate (1) bilevel optimization (1) implicit differentiation (1) hyperparameter optimization (1)

Papers

Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates ICML 2024 On the Iteration Complexity of Hypergradient Computation ICML 2020