conftrace_

Learning Paradigms

2,205 papers (6 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Meta-Learning (1,038) Federated Learning (969) Curriculum Learning (214)

Papers per year

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3

1

6

3

7

2

6

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23

54

96

180

283

358

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398

351

66

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Papers (including subtopics)

Adaptive Federated Minimax Optimization with Lower Complexities AISTATS 2024 Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction AAAI 2024 Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification AISTATS 2024 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NeurIPS 2024 A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs NeurIPS 2024 A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems EMNLP 2024 A Huber Loss Minimization Approach to Byzantine Robust Federated Learning AAAI 2024 A Kernel Perspective on Distillation-based Collaborative Learning NeurIPS 2024 AlphaMath Almost Zero: Process Supervision without Process NeurIPS 2024 AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 A Metalearned Neural Circuit for Nonparametric Bayesian Inference NeurIPS 2024 AMLB: an AutoML Benchmark JMLR 2024 An Entropy-Based Model for Hierarchical Learning JMLR 2024 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024 Any-Way Meta Learning AAAI 2024 Approximately Equivariant Neural Processes NeurIPS 2024 A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024 A Privacy Preserving Federated Learning (PPFL) Based Cognitive Digital Twin (CDT) Framework for Smart Cities AAAI 2024 A Random Projection Approach to Personalized Federated Learning: Enhancing Communication Efficiency, Robustness, and Fairness JMLR 2024 A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning CVPR 2024 A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024 Automatically Learning Hybrid Digital Twins of Dynamical Systems NeurIPS 2024 Automatic Instruction Evolving for Large Language Models EMNLP 2024 Automatic Quality Estimation for Data Selection and Curriculum Learning CoNLL 2024 AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search CVPR 2024