Sepanta Zeighami

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Aggregate Queries

Extended Abstract

Efficiently Retrieve

Top Venues

Proc. ACM Manag. Data

Proc. VLDB Endow.

Publications

Sepanta Zeighami, Cyrus Shahabi
BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data. MDM (2024)
Sepanta Zeighami, Cyrus Shahabi
BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data. CoRR (2024)
Sepanta Zeighami, Raghav Seshadri, Cyrus Shahabi
A Neural Database for Answering Aggregate Queries on Incomplete Relational Data. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Sepanta Zeighami, Raghav Seshadri, Cyrus Shahabi
A Neural Database for Answering Aggregate Queries on Incomplete Relational Data (Extended Abstract). ICDE (2024)
Sepanta Zeighami, Cyrus Shahabi
Towards Establishing Guaranteed Error for Learned Database Operations. ICLR (2024)
Yiming Lin, Madelon Hulsebos, Ruiying Ma, Shreya Shankar, Sepanta Zeighami, Aditya G. Parameswaran, Eugene Wu
Towards Accurate and Efficient Document Analytics with Large Language Models. CoRR (2024)
Sepanta Zeighami, Cyrus Shahabi
On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing. ICML (2023)
Ruixuan Liu, Sepanta Zeighami, Haowen Lin, Cyrus Shahabi, Yang Cao, Shun Takagi, Yoko Konishi, Masatoshi Yoshikawa, Li Xiong
Supporting Pandemic Preparedness with Privacy Enhancing Technology. TPS-ISA (2023)
Sepanta Zeighami, Cyrus Shahabi, Vatsal Sharan
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks. Proc. ACM Manag. Data 1 (1) (2023)
Sepanta Zeighami, Cyrus Shahabi
On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing. CoRR (2023)
Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. Proc. ACM Manag. Data 1 (1) (2023)
Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi
A Neural Database for Differentially Private Spatial Range Queries. Proc. VLDB Endow. 15 (5) (2022)
Sirisha Rambhatla, Sepanta Zeighami, Kameron Shahabi, Cyrus Shahabi, Yan Liu
Toward Accurate Spatiotemporal COVID-19 Risk Scores Using High-Resolution Real-World Mobility Data. ACM Trans. Spatial Algorithms Syst. 8 (2) (2022)
Sepanta Zeighami, Cyrus Shahabi, Vatsal Sharan
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks. CoRR (2022)
Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. CoRR (2022)
Sepanta Zeighami, Cyrus Shahabi, John Krumm
Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling. Proc. VLDB Endow. 14 (9) (2021)
Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
Secure Dynamic Skyline Queries Using Result Materialization. ICDE (2021)
Sepanta Zeighami, Cyrus Shahabi
NeuroDB: A Neural Network Framework for Answering Range Aggregate Queries and Beyond. CoRR (2021)
Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi
A Neural Database for Differentially Private Spatial Range Queries. CoRR (2021)
Sepanta Zeighami, Cyrus Shahabi, John Krumm
Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling. CoRR (2020)
Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
Dynamic Skyline Queries on Encrypted Data Using Result Materialization. CoRR (2020)
Sirisha Rambhatla, Sepanta Zeighami, Kameron Shahabi, Cyrus Shahabi, Yan Liu
Towards Accurate Spatiotemporal COVID-19 Risk Scores using High Resolution Real-World Mobility Data. CoRR (2020)
Sepanta Zeighami, Raymond Chi-Wing Wong
Bridging the Gap Between Theory and Practice on Insertion-Intensive Database. CoRR (2020)
Sepanta Zeighami, Raymond Chi-Wing Wong
Finding Average Regret Ratio Minimizing Set in Database. ICDE (2019)
Sepanta Zeighami, Raymond Chi-Wing Wong
Finding Average Regret Ratio Minimizing Set in Database. CoRR (2018)
Sepanta Zeighami, Raymond Chi-Wing Wong
Minimizing Average Regret Ratio in Database. SIGMOD Conference (2016)