Preprint2019
Privacy-preserving machine learning: Threats and solutions
Unknown
This paper bridges the knowledge gap between ML and privacy communities by surveying threats and solutions for privacy-preserving machine learning.
0Jan 1, 2019
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
19 papersPreprint2024
Unveiling llm evaluation focused on metrics: Challenges and solutions
Unknown
This paper provides a comprehensive exploration of LLM evaluation from a metrics perspective, offering a pragmatic guide for effective metric selection.
0Apr 1, 2024
arXiv
JournalHumanities and Social Sciences Communications2023
Ethics and discrimination in artificial intelligence-enabled recruitment practices
Zhisheng Chen
This study addresses algorithmic discrimination in AI-enabled recruitment, proposing technical and managerial solutions to mitigate bias.
359Sep 13, 2023
PreprintInformation Fusion2025
AI Agents vs. Agentic AI
Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee
This review distinguishes AI Agents from Agentic AI, providing a taxonomy, application mapping, and analysis of challenges and solutions.
468May 15, 2025Retrieval Augmented GenerationPrompting
arXiv
PreprintarXiv.org2025
A Survey of Efficient Reasoning for LLMs
Rui Wang, Hongru Wang, Boyang Xue, et al.
This survey analyzes reasoning economy in LLMs, covering causes of inefficiency, behavior patterns, and solutions to balance performance and computational costs.
27Mar 31, 2025Large Language ModelsReasoning
arXiv
PreprintChemical Reviews2023
Machine Learning Methods for Small Data Challenges in Molecular Science
Bozheng Dou, Zailiang Zhu, Ekaterina Merkurjev, et al.
This review summarizes machine learning and deep learning solutions for small data challenges in molecular science, covering both basic and advanced techniques.
466Jun 29, 2023TransformersAttention Mechanisms
PreprintJournal Of Big Data2016Featured
A survey of transfer learning
Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang
This survey formally defines transfer learning, reviews current solutions and applications, and discusses future work for big data environments.
6.2kMay 28, 2016
JournalOrganization Science2024
The Crowdless Future? Generative AI and Creative Problem-Solving
Léonard Boussioux, Jacqueline N. Lane, Miaomiao Zhang, et al.
Human-AI collaborative solutions for creative problem-solving show superior strategic viability and quality over human-only ideas, though human ideas are more novel.
247Aug 13, 2024Large Language ModelsPrompting
Preprint2025
rStar-Coder
Unknown
rStar-Coder constructs a large-scale verified dataset of 418K competition-level code problems with 580K long-reasoning solutions to improve LLM code reasoning.
0May 1, 2025Reasoning
arXiv
Preprint2024
V-STaR
Unknown
V-STaR iteratively improves LLM reasoning by training a DPO verifier on correct and incorrect solutions, boosting generator and verifier performance.
0Feb 1, 2024Fine TuningReasoning
arXiv
Preprint2025
DeepMath
Unknown
DeepMath-103K is a large-scale dataset of 103K challenging math problems with verifiable answers and diverse solutions for training reasoning models.
0Apr 1, 2025Reinforcement LearningReasoning
arXiv
Preprint2024
Eagle
Unknown
Eagle systematically explores the design space for multimodal LLMs using a mixture of vision encoders and resolutions, revealing key principles for effective fusion.
0Aug 1, 2024Computer Vision
arXiv