conftrace_

implicit function theorem

10 papers

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Also known as

IFT

Co-occurring keywords

neural network (6616) bilevel optimization (194) hyperparameter tuning (215) implicit differentiation (45) modal regression (6) differentiable architecture search (44) entity representation (113) forward propagation (6) quadruped robot (27) robot design (13)

Papers

Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization AISTATS 2024
Exact Gradient Computation for Spiking Neural Networks via Forward Propagation AISTATS 2023
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation NIPS 2022
Second-Order Sensitivity Analysis for Bilevel Optimization AISTATS 2022
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients ICML 2021
Adversarially robust learning for security-constrained optimal power flow NIPS 2021
Implicit rate-constrained optimization of non-decomposable objectives ICML 2021
An implicit function learning approach for parametric modal regression NIPS 2020
Optimizing Millions of Hyperparameters by Implicit Differentiation AISTATS 2020
Joint Optimization of Robot Design and Motion Parameters using the Implicit Function Theorem RSS 2017