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Active Learning

1885 directly classified papers

Papers per year

Papers

Active learning of neural population dynamics using two-photon holographic optogenetics NIPS 2024
Generalized Category Discovery with Large Language Models in the Loop ACL 2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024
IntEr-HRI Competition: Intrinsic Error Evaluation during Human - Robot Interaction IJCAI 2024
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024
Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NIPS 2024
Active Reinforcement Learning for Robust Building Control AAAI 2024
Linear Uncertainty Quantification of Graphical Model Inference NIPS 2024
Reciprocal Learning NIPS 2024
Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach AISTATS 2024
Faster Recalibration of an Online Predictor via Approachability AISTATS 2024
Predictive Accuracy-Based Active Learning for Medical Image Segmentation IJCAI 2024
Efficient Variational Sequential Information Control AISTATS 2024
ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data AISTATS 2024
Online Learning of Decision Trees with Thompson Sampling AISTATS 2024
Near-Optimal Pure Exploration in Matrix Games: A Generalization of Stochastic Bandits & Dueling Bandits AISTATS 2024
Bayesian Online Learning for Consensus Prediction AISTATS 2024
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective AISTATS 2024
Multi-Resolution Active Learning of Fourier Neural Operators AISTATS 2024
Learning Populations of Preferences via Pairwise Comparison Queries AISTATS 2024
Optimal Clustering with Bandit Feedback JMLR 2024
DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling AAAI 2024
Model-Free Preference Elicitation IJCAI 2024
Optimal Exploration is no harder than Thompson Sampling AISTATS 2024
A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity AISTATS 2024