Learning Paradigms

Catalyst Acceleration of Error Compensated Methods Leads to Better Communication Complexity AISTATS 2023 CDMA: A Practical Cross-Device Federated Learning Algorithm for General Minimax Problems AAAI 2023 Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning ICML 2023 Client-Customized Adaptation for Parameter-Efficient Federated Learning ACL 2023 CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023 CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023 Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis ICML 2023 Combining Adversaries with Anti-adversaries in Training AAAI 2023 Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation ICML 2023 Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ACL 2023 Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence ICCV 2023 Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects ICML 2023 Complexity-Guided Curriculum Learning for Text Graphs EMNLP 2023 Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data ICML 2023 Conformal Prediction for Federated Uncertainty Quantification Under Label Shift ICML 2023 Continual Task Allocation in Meta-Policy Network via Sparse Prompting ICML 2023 Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification WACV 2023 Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023 CRISP: Curriculum based Sequential neural decoders for Polar code family ICML 2023 Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023 Cross-Modality Feature Fusion Network for Few-Shot 3D Point Cloud Classification WACV 2023 C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023 CUPID: Curriculum Learning Based Real-Time Prediction using Distillation ACL 2023 Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023 Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NeurIPS 2023