NLProv: Natural Language Provenance. - Daniel Deutch; Nave Frost; Amir Gilad (Proc. VLDB Endow., 2016)

Provenance for Natural Language Queries. - Daniel Deutch; Nave Frost; Amir Gilad (Proc. VLDB Endow., 2017)

CEC: Constraints based Explanation for Classifications. - Daniel Deutch; Nave Frost (CIKM, 2018)

Provenance for Non-Experts. - Daniel Deutch; Nave Frost; Amir Gilad (IEEE Data Eng. Bull., 2018)

NLProveNAns: Natural Language Provenance for Non-Answers. - Daniel Deutch; Nave Frost; Amir Gilad; Tomer Haimovich (Proc. VLDB Endow., 2018)

Natural Language Explanations for Query Results. - Daniel Deutch; Nave Frost; Amir Gilad (SIGMOD Rec., 2018)

Just in Time: Personal Temporal Insights for Altering Model Decisions. - Naama Boer; Daniel Deutch; Nave Frost; Tova Milo (ICDE, 2019)

Constraints-Based Explanations of Classifications. - Daniel Deutch; Nave Frost (ICDE, 2019)

Explaining Results of Data-Driven Applications. - Nave Frost (ICDE, 2019)

Explaining Missing Query Results in Natural Language. - Daniel Deutch; Nave Frost; Amir Gilad; Tomer Haimovich (EDBT, 2020)

Explainable k-Means and k-Medians Clustering. - Michal Moshkovitz; Sanjoy Dasgupta; Cyrus Rashtchian; Nave Frost (ICML, 2020)

T-REx: Table Repair Explanations. - Daniel Deutch; Nave Frost; Amir Gilad; Oren Sheffer (SIGMOD Conference, 2020)

ExKMC: Expanding Explainable k-Means Clustering. - Nave Frost; Michal Moshkovitz; Cyrus Rashtchian (CoRR, 2020)

SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. - Ilya Valmianski; Ian M. Finn; Nave Frost; Yang Wang; Baodong Liu; James J. Zhu; Sunil Karumuri; Daniel S. Zisook (CoRR, 2020)

Personal Insights for Altering Decisions of Tree-based Ensembles over Time. - Nave Frost; Naama Boer; Daniel Deutch; Tova Milo (Proc. VLDB Endow., 2020)

Explaining Natural Language query results. - Daniel Deutch; Nave Frost; Amir Gilad (VLDB J., 2020)

Explanations for Data Repair Through Shapley Values. - Daniel Deutch; Nave Frost; Amir Gilad; Oren Sheffer (CIKM, 2021)

SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. - Ilya Valmianski; Nave Frost; Navdeep Sood; Yang Wang; Baodong Liu; James J. Zhu; Sunil Karumuri; Ian M. Finn; Daniel S. Zisook (ML4H@NeurIPS, 2021)

LearnShapley: Learning to Predict Rankings of Facts Contribution Based on Query Logs. - Dana Arad; Daniel Deutch; Nave Frost (CIKM, 2022)

Framework for Evaluating Faithfulness of Local Explanations. - Sanjoy Dasgupta; Nave Frost; Michal Moshkovitz (ICML, 2022)

ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values. - Susan B. Davidson; Daniel Deutch; Nave Frost; Benny Kimelfeld; Omer Koren; Mikaël Monet (SIGMOD Conference, 2022)

Computing the Shapley Value of Facts in Query Answering. - Daniel Deutch; Nave Frost; Benny Kimelfeld; Mikaël Monet (SIGMOD Conference, 2022)

Toward Explainable Data Science - Nave Frost (2022)

Partially Interpretable Models with Guarantees on Coverage and Accuracy. - Nave Frost; Zachary C. Lipton; Yishay Mansour; Michal Moshkovitz (ALT, 2024)

Predicting Fact Contributions from Query Logs with Machine Learning. - Dana Arad; Daniel Deutch; Nave Frost (EDBT, 2024)

Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases. - Aviv Ben-Arie; Daniel Deutch; Nave Frost; Yair Horesh; Idan Meyuhas (EDBT, 2024)

CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers. - Matan Ben-Tov; Daniel Deutch; Nave Frost; Mahmood Sharif (SP, 2024)

Banzhaf Values for Facts in Query Answering. - Omer Abramovich; Daniel Deutch; Nave Frost; Ahmet Kara 002; Dan Olteanu (Proc. ACM Manag. Data, 2024)

TabEE: Tabular Embeddings Explanations. - Roni Copul; Nave Frost; Tova Milo; Kathy Razmadze (Proc. ACM Manag. Data, 2024)

Demonstrating TabEE: Tabular Embedding Explanations. - Roni Copul; Nave Frost; Tova Milo; Kathy Razmadze (Proc. VLDB Endow., 2024)

Advancing Fact Attribution for Query Answering: Aggregate Queries and Novel Algorithms. - Omer Abramovich; Daniel Deutch; Nave Frost; Ahmet Kara 002; Dan Olteanu (CoRR, 2025)