conftrace_

passive learning

15 papers

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Also known as

PL

Co-occurring keywords

active learning (1301) minimax rate (87) label complexity (58) disagreement coefficient (10) nonparametric classification (14) bayes classifier (9) automaton learning (7) learning bound (12) vc class (10) sample complexity (1169)

Papers

Learning DFAs from Positive Examples Only via Word Counting AAAI 2026
Regimes of No Gain in Multi-class Active Learning JMLR 2024
Passive learning of active causal strategies in agents and language models NIPS 2023
Margin-based sampling in high dimensions: When being active is less efficient than staying passive ICML 2023
Nonparametric Indirect Active Learning AISTATS 2023
Nuances in Margin Conditions Determine Gains in Active Learning AISTATS 2022
The Difficulty of Passive Learning in Deep Reinforcement Learning NIPS 2021
Passive learning of Timed Automata from logs (Student Abstract) AAAI 2021
Activized Learning with Uniform Classification Noise ICML 2013
Passive Learning with Target Risk COLT 2013
Activized Learning: Transforming Passive to Active with Improved Label Complexity JMLR 2012
Lower Bounds for Passive and Active Learning NIPS 2011
Negative Results for Active Learning with Convex Losses AISTATS 2010
Sufficient Conditions for Agnostic Active Learnable NIPS 2009
Human Active Learning NIPS 2008