semi-parametric model

Designing to Forget: Deep Semi-parametric Models for Unlearning CVPR 2026 BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments AISTATS 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Decorrelated Variable Importance JMLR 2024 Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NeurIPS 2024 Adaptation Approaches for Nearest Neighbor Language Models ACL 2023 A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks AAAI 2023 ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023 kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers EMNLP 2023 Optimal Parameter-Transfer Learning by Semiparametric Model Averaging JMLR 2023 Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023 Semi-Parametric Inducing Point Networks and Neural Processes ICLR 2023 TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations ICLR 2023 Wasserstein Distributional Learning via Majorization-Minimization AISTATS 2023 Chunk-based Nearest Neighbor Machine Translation EMNLP 2022 Debiased Distributed Learning for Sparse Partial Linear Models in High Dimensions JMLR 2022 Efficient Machine Translation Domain Adaptation ACL 2022 Knowledge Base Question Answering by Case-based Reasoning over Subgraphs ICML 2022 Non-Iterative Recovery From Nonlinear Observations Using Generative Models CVPR 2022 StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models ICML 2022 ARDL - A Library for Adaptive Robotic Dynamics Learning L4DC 2021 DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks AISTATS 2021 Iterative Semi-parametric Dynamics Model Learning For Autonomous Racing CoRL 2020 Ultra-High Dimensional Single-Index Quantile Regression JMLR 2020 A Practical Semi-Parametric Contextual Bandit IJCAI 2019