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bilevel optimization

194 papers

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Also known as

BO

Co-occurring keywords

stochastic optimization (1060) hyperparameter optimization (406) neural network (6616) gradient descent (1144) reinforcement learning (4352) federated learning (1333) convergence rate (607) implicit differentiation (45) hypergradient estimation (8) variance reduction (523)

Papers

Non-Convex Bilevel Games with Critical Point Selection Maps NIPS 2022
FedNest: Federated Bilevel, Minimax, and Compositional Optimization ICML 2022
Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration IJCAI 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations IJCAI 2022
Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education AAAI 2022
AdaSTE: An Adaptive Straight-Through Estimator To Train Binary Neural Networks CVPR 2022
On the Convergence Theory for Hessian-Free Bilevel Algorithms NIPS 2022
Understanding Benign Overfitting in Gradient-Based Meta Learning NIPS 2022
Enhanced Bilevel Optimization via Bregman Distance NIPS 2022
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence NIPS 2022
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks NIPS 2022
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach NIPS 2022
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences NIPS 2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization NIPS 2022
Will Bilevel Optimizers Benefit from Loops NIPS 2022
On Learning Fairness and Accuracy on Multiple Subgroups NIPS 2022
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse AAAI 2022
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization NIPS 2022
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
Learning Diverse and Physically Feasible Dexterous Grasps with Generative Model and Bilevel Optimization CORL 2022
Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems NIPS 2021
Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021
Generalization Guarantees for Neural Architecture Search with Train-Validation Split ICML 2021
Neural Tangent Generalization Attacks ICML 2021
BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing IJCAI 2021