alternating optimization

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs ICML 2025 CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025 Generalized additive models via direct optimization of regularized decision stump forests ICML 2025 Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes AISTATS 2025 Wrapped Partial Label Dimensionality Reduction via Dependence Maximization IJCAI 2025 An Optimal Transport View for Subspace Clustering and Spectral Clustering AAAI 2024 Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods AISTATS 2024 SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization NeurIPS 2024 Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization NeurIPS 2024 Alternately Optimized Graph Neural Networks ICML 2023 Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations ICML 2023 Alternating Projected SGD for Equality-constrained Bilevel Optimization AISTATS 2023 An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition NeurIPS 2023 Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023 Robust Model Reasoning and Fitting via Dual Sparsity Pursuit NeurIPS 2023 Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks ICML 2023 TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs NSDI 2023 Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023 A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse AAAI 2022 Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022 Fusion Multiple Kernel K-means AAAI 2022 Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones Interspeech 2022 Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions EMNLP 2021 Explore Image Deblurring via Encoded Blur Kernel Space CVPR 2021 Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model AAAI 2021