Zeighami, Sepanta

1. Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
   2025/08/31 by Shu Liu, Soujanya Ponnapalli, Liu, Shu +28 · 11 voices · 8 citations
   Computer Science · #Big Data and Digital Economy #Semantic Web and Ontologies #Graph Theory and Algorithms
2. NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
   2024/09/04 by Sepanta Zeighami, Zac Wellmer, Zeighami, Sepanta +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
3. NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks
   2022/11/20 by Sepanta Zeighami, Cyrus Shahabi, Zeighami, Sepanta +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
4. On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing
   2023/06/19 by Zeighami, Sepanta, Shahabi, Cyrus · 1 citation
   #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. 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
6. 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
7. Towards Establishing Guaranteed Error for Learned Database Operations
   2024/11/09 by Sepanta Zeighami, Zeighami, Sepanta, Cyrus Shahabi +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