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

A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum NIPS 2021
Learning to Learn Semantic Factors in Heterogeneous Image Classification NAACL 2021
Improved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter Optimization AAAI 2021
Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating AAAI 2021
Learning Data Augmentation With Online Bilevel Optimization for Image Classification WACV 2021
Learning to Defend by Learning to Attack AISTATS 2021
On lp-hyperparameter Learning via Bilevel Nonsmooth Optimization JMLR 2021
Penalty Method for Inversion-Free Deep Bilevel Optimization ACML 2021
A Gradient Method for Multilevel Optimization NIPS 2021
SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization NIPS 2021
Convergence Properties of Stochastic Hypergradients AISTATS 2021
Smooth Bilevel Programming for Sparse Regularization NIPS 2021
How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021
Harmonized Dense Knowledge Distillation Training for Multi-Exit Architectures AAAI 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction CVPR 2021
Bilevel Optimization: Convergence Analysis and Enhanced Design ICML 2021
Provably Faster Algorithms for Bilevel Optimization NIPS 2021
Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond NIPS 2021
Learning Intrinsic Rewards as a Bi-Level Optimization Problem UAI 2020
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation CVPR 2020
Modeling and Optimization Trade-off in Meta-learning NIPS 2020
Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement NIPS 2020
Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians NIPS 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming NIPS 2020