conftrace_

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

Alternating Projected SGD for Equality-constrained Bilevel Optimization AISTATS 2023
Bilevel Optimization with Coupled Decision-Dependent Distributions ICML 2023
SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023
Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples CVPR 2023
A Fully First-Order Method for Stochastic Bilevel Optimization ICML 2023
Achieving Linear Speedup in Non-IID Federated Bilevel Learning ICML 2023
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning AAAI 2023
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks NIPS 2022
A Single-Timescale Method for Stochastic Bilevel Optimization AISTATS 2022
Second-Order Sensitivity Analysis for Bilevel Optimization AISTATS 2022
Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning JMLR 2022
On Implicit Bias in Overparameterized Bilevel Optimization ICML 2022
Efficient Variance Reduction for Meta-learning ICML 2022
Model Agnostic Sample Reweighting for Out-of-Distribution Learning ICML 2022
Bregman Neural Networks ICML 2022
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence ICML 2022
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation ICML 2022
BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022
Probabilistic Bilevel Coreset Selection ICML 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients CVPR 2022
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training ICML 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning ICML 2022
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022
Deep invariant networks with differentiable augmentation layers NIPS 2022
Multi-Objective Deep Learning with Adaptive Reference Vectors NIPS 2022