bilevel optimization

Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization ICML 2023 Boosting Causal Discovery via Adaptive Sample Reweighting ICLR 2023 Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023 Communication-Efficient Federated Bilevel Optimization with Global and Local Lower Level Problems NeurIPS 2023 Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation ICML 2023 Contextual Stochastic Bilevel Optimization NeurIPS 2023 Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots ICLR 2023 Dataset Condensation With Distribution Matching WACV 2023 Dataset Distillation with Convexified Implicit Gradients ICML 2023 Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity ICML 2023 Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths ICLR 2023 Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023 Distributed Stochastic Nested Optimization for Emerging Machine Learning Models: Algorithm and Theory AAAI 2023 Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand NeurIPS 2023 Effective and Efficient Structural Inference with Reservoir Computing ICML 2023 Efficient Gradient Approximation Method for Constrained Bilevel Optimization AAAI 2023 Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments ICML 2023 Enhancing Meta Learning via Multi-Objective Soft Improvement Functions ICLR 2023 Few-shot Backdoor Attacks via Neural Tangent Kernels ICLR 2023 Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023 From Hypergraph Energy Functions to Hypergraph Neural Networks ICML 2023 Graph Reinforcement Learning for Network Control via Bi-Level Optimization ICML 2023 Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming AAAI 2023 Improving Bi-level Optimization Based Methods with Inspiration from Humans’ Classroom Study Techniques ICML 2023 Improving Object-centric Learning with Query Optimization ICLR 2023