Tova Milo

Tel Aviv University — Israel

Computer Science · Physical Sciences

50h-index8.4kcitations313works0.72yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Database Systems and Queries(155), Data Management and Algorithms(88), Semantic Web and Ontologies(58), Scientific Computing and Data Management(41), Mobile Crowdsensing and Crowdsourcing(33)

Publications313 total

Differentially Private Explanations for Clusters
Proceedings of the ACM on Management of Data·2025Open Access
Interactive Coreset Selection for Tabular Data: Fairness-Aware, Explainable, and User-Guided
2025· 1 citedOpen Access
Sentence to Model: Cost-Effective Data Collection LLM Agent
2025· 1 citedOpen Access
Demonstration of DPClustX: Differentially Private Explanations for Clusters
2025Open Access
Differentially Private Explanations for Clusters
arXiv (Cornell University)·2025Open Access
A Generative AI-Empowered Digital Tutor for Higher Education Courses
Information·2025· 3 citedOpen Access
Holistic Query Approximation via RL Modeling
Proceedings of the VLDB Endowment·2025
Datamap-Driven Tabular Coreset Selection for Classifier Training
Proceedings of the VLDB Endowment·2024· 1 cited
Demonstrating TabEE: Tabular Embedding Explanations
Proceedings of the VLDB Endowment·2024
Cost-Effective LLM Utilization for Machine Learning Tasks over Tabular Data
2024· 1 cited
LINX: A Language Driven Generative System for Goal-Oriented Automated Data Exploration
arXiv (Cornell University)·2024Open Access
ASQP-RL Demo: Learning Approximation Sets for Exploratory Queries
2024Open Access
Automated Category Tree Construction: Hardness Bounds and Algorithms
ACM Transactions on Database Systems·2024Open Access
TabEE: Tabular Embeddings Explanations
Proceedings of the ACM on Management of Data·2024· 4 citedOpen Access
Learning Approximation Sets for Exploratory Queries
arXiv (Cornell University)·2024Open Access
ATENA-PRO: Generating Personalized Exploration Notebooks with Constrained Reinforcement Learning
2023· 2 citedOpen Access
Selecting Sub-tables for Data Exploration
2023· 5 cited
FEDEX: An Explainability Framework for Data Exploration Steps
arXiv (Cornell University)·2022· 5 citedOpen Access
FEDEX
Proceedings of the VLDB Endowment·2022· 10 cited
OREO
Proceedings of the VLDB Endowment·2022· 3 cited
page 1 of 16Next →

Frequent Co-authors

Serge Abiteboul(17), Dan Suciu(7), Sophie Cluet(6), Omar Benjelloun(6), Haim Kaplan(5), Ioana Manolescu(4), Michael J. Franklin(4), Neoklis Polyzotis(4), Alberto O. Mendelzon(3), Victor Vianu(3), Catriel Beeri(3), Susan B. Davidson(3), Daniel J. Abadi(3), Anastasia Ailamaki(3), Magdalena Bałazińska(3), Philip A. Bernstein(3), Surajit Chaudhuri(3), AnHai Doan(3), Alon Halevy(3), Joseph M. Hellerstein(3)