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← Machine Learning
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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space AAAI 2025
Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling AAAI 2025
Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training AAAI 2025
Merging Mechanisms for Ads and Organic Items in E-commerce Platforms AAAI 2025
EF2X Exists for Four Agents AAAI 2025
Fair Division via the Cake-Cutting Share AAAI 2025
Proportional Representation in Practice: Quantifying Proportionality in Ordinal Elections AAAI 2025
Constrained Fair and Efficient Allocations AAAI 2025
Temporal Fair Division AAAI 2025
Verifying Proportionality in Temporal Voting AAAI 2025
Fair Division with Social Impact AAAI 2025
(Almost Full) EFX for Three (and More) Types of Agents AAAI 2025
Reducing Leximin Fairness to Utilitarian Optimization AAAI 2025
On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025
Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025
Label Aggregation for Composite Crowd Tasks by Worker Ability Constraint Satisfaction AAAI 2025
Breaking Data Silos in Parkinson’s Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis AAAI 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities AAAI 2025
Debiased Multimodal Understanding for Human Language Sequences AAAI 2025
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner AAAI 2025
GNN-Transformer Task Planning Enhanced with Semantic-Driven Data Augmentation AAAI 2025
ConDo: Continual Domain Expansion for Absolute Pose Regression AAAI 2025
APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025