bilevel optimization

Penalty Method for Inversion-Free Deep Bilevel Optimization ACML 2021 Provably Faster Algorithms for Bilevel Optimization NeurIPS 2021 Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective AAAI 2021 RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning NeurIPS 2021 Robust Watermarking for Deep Neural Networks via Bi-Level Optimization ICCV 2021 SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization NeurIPS 2021 Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating AAAI 2021 Smooth Bilevel Programming for Sparse Regularization NeurIPS 2021 Temporally Correlated Task Scheduling for Sequence Learning ICML 2021 Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond NeurIPS 2021 Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021 Understanding the wiring evolution in differentiable neural architecture search AISTATS 2021 Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021 A Bi-level Formulation for Label Noise Learning with Spectral Cluster Discovery IJCAI 2020 Adversarial Nonnegative Matrix Factorization ICML 2020 A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton ICML 2020 Bi-level Probabilistic Feature Learning for Deformable Image Registration IJCAI 2020 Bi-level Score Matching for Learning Energy-based Latent Variable Models NeurIPS 2020 Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors AAAI 2020 Coresets via Bilevel Optimization for Continual Learning and Streaming NeurIPS 2020 Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians NeurIPS 2020 Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement NeurIPS 2020 Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising ICML 2020 Learning Intrinsic Rewards as a Bi-Level Optimization Problem UAI 2020 Learning Linear Programs from Optimal Decisions NeurIPS 2020