Sepanta Zeighami
- Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
2025/08/31 by Shu Liu, Soujanya Ponnapalli, Liu, Shu +28 · 11 voices · 6 citations
Computer Science · #Big Data and Digital Economy #Semantic Web and Ontologies #Graph Theory and Algorithms
- NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
2024/09/04 by Sepanta Zeighami, Zeighami, Sepanta, Zac Wellmer +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
- NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks
2022/11/20 by Sepanta Zeighami, Zeighami, Sepanta, Cyrus Shahabi +3 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Automated Road and Building Extraction #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences
- Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees
2025/09/02 by Sepanta Zeighami, Zeighami, Sepanta, Shreya Shankar +3 · 4 citations
Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods
- Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees
2025/12/05 by Sepanta Zeighami, Zeighami, Sepanta, Shreya Shankar +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Topic Modeling
- Towards Establishing Guaranteed Error for Learned Database Operations
2024/11/09 by Sepanta Zeighami, Cyrus Shahabi, Zeighami, Sepanta +1 · 1 citation
Computer Science · Engineering · #Advanced Database Systems and Queries #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods