active sampling

Interactive Multi-Objective Probabilistic Preference Learning with Soft and Hard Bounds UAI 2026 Active Treatment Effect Estimation via Limited Samples ICML 2025 AS-Det: Active Sampling for Adaptive 3D Object Detection in Point Clouds AAAI 2025 Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025 Optimal Transfer Learning for Missing Not-at-Random Matrix Completion ICML 2025 The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025 Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling AAAI 2024 Fairness without Harm: An Influence-Guided Active Sampling Approach NeurIPS 2024 Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning? CLeaR 2023 Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations CVPR 2023 Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NeurIPS 2023 Active Sampling for Min-Max Fairness ICML 2022 How Did the Model Change? Efficiently Assessing Machine Learning API Shifts ICLR 2022 Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation AISTATS 2022 Local policy search with Bayesian optimization NeurIPS 2021 Provably Efficient Learning of Transferable Rewards ICML 2021 Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling AISTATS 2020 A Learnable Safety Measure CoRL 2019 Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation NeurIPS 2018 Variational Bayesian Monte Carlo NeurIPS 2018 Adaptive Active Hypothesis Testing under Limited Information NeurIPS 2017 Column Subset Selection with Missing Data via Active Sampling AISTATS 2015 Active Sampling for Subjective Image Quality Assessment CVPR 2014 Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014 Efficient Non-Parametric Surface Representations Using Active Sampling for Push Broom Laser Data RSS 2010