conftrace_

multi-level optimization

7 papers

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gradient descent (2) multi-level compositional optimization (1) weight meta-learning (1) redundant information (1) ensemble kalman inversion (1) langevin sampler (1) nonconvex problem (1) mixed precision training (1) performance gap (1) teacher model (1)

Papers

Consistency of Compositional Generalization Across Multiple Levels AAAI 2025 Quantifying Knowledge Distillation using Partial Information Decomposition AISTATS 2025 Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate AISTATS 2024 Finding Adversarial Inputs for Heuristics using Multi-level Optimization NSDI 2024 Betty: An Automatic Differentiation Library for Multilevel Optimization ICLR 2023 Multilevel Optimization for Inverse Problems COLT 2022 A Gradient Method for Multilevel Optimization NeurIPS 2021