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Active Learning

1885 directly classified papers

Papers per year

Papers

Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments ICML 2023
Revisiting Simple Regret: Fast Rates for Returning a Good Arm ICML 2023
Nonparametric Iterative Machine Teaching ICML 2023
Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023
Towards Controlled Data Augmentations for Active Learning ICML 2023
Incentivizing Exploration with Linear Contexts and Combinatorial Actions ICML 2023
Streaming Active Learning with Deep Neural Networks ICML 2023
Active causal structure learning with advice ICML 2023
ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion ACL 2023
A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023
Additive Causal Bandits with Unknown Graph ICML 2023
Multi-Objective GFlowNets ICML 2023
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023
Multi-task Representation Learning for Pure Exploration in Linear Bandits ICML 2023
LABERT: A Combination of Local Aggregation and Self-Supervised Speech Representation Learning for Detecting Informative Hidden Units in Low-Resource ASR Systems INTERSPEECH 2023
Learning Incoherent Light Emission Steering From Metasurfaces Using Generative Models WACV 2023
Memory-Based Dual Gaussian Processes for Sequential Learning ICML 2023
Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach EMNLP 2023
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge ACL 2023
Deep Active Learning for Morphophonological Processing ACL 2023
Reducing cohort bias in natural language understanding systems with targeted self-training scheme ACL 2023
Curating Datasets for Better Performance with Example Training Dynamics ACL 2023
The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning ACL 2023
Active Policy Improvement from Multiple Black-box Oracles ICML 2023