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Learning Paradigms

9 directly classified papers

Subtopics

Transfer Learning (8078) Few-Shot Learning (2558) Meta-Learning (1524) Federated Learning (1355) Zero-Shot Learning (860) Multi-Task Learning (110) Domain Adaptation (106) Continual Learning (101) Self-Supervised Learning (96) Active Learning (71) Multi-Agent Systems (40) Semi-Supervised Learning (38) Unsupervised Learning (23) Weakly Supervised Learning (8) Domain Generalization (7) In-Context Learning (6)

Papers per year

Papers

Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NIPS 2024
Efficient Target Propagation by Deriving Analytical Solution AAAI 2024
A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds NIPS 2024
Does Any AI-Based Activity Contribute to Develop AI Conception? A Case Study with Italian Fifth and Sixth Grade Classes AAAI 2024
Learning Optimal Advantage from Preferences and Mistaking It for Reward AAAI 2024
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
Adaptive Teaching of Temporal Logic Formulas to Preference-based Learners AAAI 2021
Online Learning: Beyond Regret COLT 2011
Active Coevolutionary Learning of Deterministic Finite Automata JMLR 2005