Maheswaran Sathiamoorthy
- Recommender Systems with Generative Retrieval
2023/05/08 by Shashank Rajput, Nikhil Mehta, Rajput, Shashank +25 · 1 voice · 87 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling #cs.IR #cs.LG
- OpenThoughts: Data Recipes for Reasoning Models
2025/06/04 by Etash Guha, Guha, Etash, Ryan Marten +102 · 2 voices · 73 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
- Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations
2023/06/13 by Anima Singh, Trung Vu, Trung Nghia Vu +24 · 1 voice · 28 citations
Computer Science · #Recommender Systems and Techniques #Text and Document Classification Technologies #Topic Modeling
- Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction
2023/05/10 by Wang-Cheng Kang, Kang, Wang-Cheng, Jianmo Ni +11 · 21 citations
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
2024/03/31 by Yashar Deldjoo, Zhankui He, Deldjoo, Yashar +17 · 25 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning
2021/06/07 by Hussein Hazimeh, Zhe Zhao, Hazimeh, Hussein +13 · 11 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Recommender Systems and Techniques #Multimodal Machine Learning Applications
- XORing Elephants: Novel Erasure Codes for Big Data
2013/01/16 by Maheswaran Sathiamoorthy, Sathiamoorthy, Maheswaran, Megasthenis Asteris +11 · 7 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- Aligning Large Language Models with Recommendation Knowledge
2024/03/30 by Yuwei Cao, Cao, Yuwei, Nikhil Mehta +13 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Toward Holistic Evaluation of Recommender Systems Powered by Generative Models
2025/04/09 by Yashar Deldjoo, Nikhil Mehta, Deldjoo, Yashar +9 · 5 citations
Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Explainable Artificial Intelligence (XAI)