conftrace_

collaborative learning

148 papers

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CL

Co-occurring keywords

federated learning (1333) knowledge distillation (3725) large language model (13587) multi-agent system (1819) distributed learning (563) transfer learning (5449) label noise (498) privacy preservation (380) sample complexity (1169) domain adaptation (4595)

Papers

Optimal Regret Bounds for Collaborative Learning in Bandits ALT 2024
CoBo: Collaborative Learning via Bilevel Optimization NIPS 2024
Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks AAAI 2024
Computerized Adaptive Testing via Collaborative Ranking NIPS 2024
A Kernel Perspective on Distillation-based Collaborative Learning NIPS 2024
The Rise of Federated Intelligence: From Federated Foundation Models Toward Collective Intelligence IJCAI 2024
Cross-Device Collaborative Test-Time Adaptation NIPS 2024
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels AAAI 2024
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits AAAI 2024
Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024
Federated Linear Contextual Bandits with Heterogeneous Clients AISTATS 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024
General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024
Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024
Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024
Collaborative Refining for Learning from Inaccurate Labels NIPS 2024
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024
GCNet: Global-and-Context Collaborative Learning for Aspect-Based Sentiment Analysis COLING 2024
0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SEMEVAL 2024
Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024
Derandomizing Multi-Distribution Learning NIPS 2024
Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline CVPR 2024
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024
Unravelling in Collaborative Learning NIPS 2024