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Active Learning

1,911 papers

Papers per year

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Papers

Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NIPS 2024
Active preference learning for ordering items in- and out-of-sample NIPS 2024
Universal Rates for Active Learning NIPS 2024
Fast Rates for Bandit PAC Multiclass Classification NIPS 2024
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit NIPS 2024
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NIPS 2024
REDUCR: Robust Data Downsampling using Class Priority Reweighting NIPS 2024
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments NIPS 2024
Optimal Design for Human Preference Elicitation NIPS 2024
Computerized Adaptive Testing via Collaborative Ranking NIPS 2024
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners NIPS 2024
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization NIPS 2024
Active Set Ordering NIPS 2024
Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits NIPS 2024
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection NIPS 2024
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity NIPS 2024
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work) NIPS 2024
Label Delay in Online Continual Learning NIPS 2024
Provably Efficient Interactive-Grounded Learning with Personalized Reward NIPS 2024
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms NIPS 2024
Transductive Active Learning: Theory and Applications NIPS 2024
RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation NIPS 2024
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference NIPS 2024
QI-IRA: Quantum-Inspired Interactive Ranking Aggregation for Person Re-identification AAAI 2024
Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024