Nave Frost

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 34

Top Topics

Natural Language

Query Answering

Genetic K Means Algorithm

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Aviv Ben-Arie, Daniel Deutch, Nave Frost, Yair Horesh, Idan Meyuhas
Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases. EDBT (2024)
Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu
Banzhaf Values for Facts in Query Answering. Proc. ACM Manag. Data 2 (3) (2024)
Nave Frost, Zachary C. Lipton, Yishay Mansour, Michal Moshkovitz
Partially Interpretable Models with Guarantees on Coverage and Accuracy. ALT (2024)
Dana Arad, Daniel Deutch, Nave Frost
Predicting Fact Contributions from Query Logs with Machine Learning. EDBT (2024)
Roni Copul, Nave Frost, Tova Milo, Kathy Razmadze
TabEE: Tabular Embeddings Explanations. Proc. ACM Manag. Data 2 (1) (2024)
Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu
Banzhaf Values for Facts in Query Answering. CoRR (2023)
Sanjoy Dasgupta, Nave Frost, Michal Moshkovitz
Framework for Evaluating Faithfulness of Local Explanations. CoRR (2022)
Susan B. Davidson, Daniel Deutch, Nave Frost, Benny Kimelfeld, Omer Koren, Mikaël Monet
ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values. SIGMOD Conference (2022)
Sanjoy Dasgupta, Nave Frost, Michal Moshkovitz
Framework for Evaluating Faithfulness of Local Explanations. ICML (2022)
Daniel Deutch, Nave Frost, Benny Kimelfeld, Mikaël Monet
Computing the Shapley Value of Facts in Query Answering. SIGMOD Conference (2022)
Dana Arad, Daniel Deutch, Nave Frost
LearnShapley: Learning to Predict Rankings of Facts Contribution Based on Query Logs. CIKM (2022)
Daniel Deutch, Nave Frost, Benny Kimelfeld, Mikaël Monet
Computing the Shapley Value of Facts in Query Answering. CoRR (2021)
Ilya Valmianski, Nave Frost, Navdeep Sood, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Ian M. Finn, Daniel S. Zisook
SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. ML4H@NeurIPS (2021)
Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer
Explanations for Data Repair Through Shapley Values. CIKM (2021)
Daniel Deutch, Nave Frost, Amir Gilad
Explaining Natural Language Query Results. CoRR (2020)
Nave Frost, Naama Boer, Daniel Deutch, Tova Milo
Personal Insights for Altering Decisions of Tree-based Ensembles over Time. Proc. VLDB Endow. 13 (6) (2020)
Daniel Deutch, Nave Frost, Amir Gilad
Explaining Natural Language query results. VLDB J. 29 (1) (2020)
Sanjoy Dasgupta, Nave Frost, Michal Moshkovitz, Cyrus Rashtchian
Explainable k-Means and k-Medians Clustering. CoRR (2020)
Naama Boer, Daniel Deutch, Nave Frost, Tova Milo
Just in Time: Personal Temporal Insights for Altering Model Decisions. CoRR (2020)
Ilya Valmianski, Ian M. Finn, Nave Frost, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Daniel S. Zisook
SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. CoRR (2020)
Daniel Deutch, Nave Frost, Amir Gilad, Tomer Haimovich
Explaining Missing Query Results in Natural Language. EDBT (2020)
Michal Moshkovitz, Sanjoy Dasgupta, Cyrus Rashtchian, Nave Frost
Explainable k-Means and k-Medians Clustering. ICML (2020)
Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer
T-REx: Table Repair Explanations. SIGMOD Conference (2020)
Nave Frost, Michal Moshkovitz, Cyrus Rashtchian
ExKMC: Expanding Explainable k-Means Clustering. CoRR (2020)
Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer
T-REx: Table Repair Explanations. CoRR (2020)
Daniel Deutch, Nave Frost
Constraints-Based Explanations of Classifications. ICDE (2019)
Nave Frost
Explaining Results of Data-Driven Applications. ICDE (2019)
Naama Boer, Daniel Deutch, Nave Frost, Tova Milo
Just in Time: Personal Temporal Insights for Altering Model Decisions. ICDE (2019)
Daniel Deutch, Nave Frost
CEC: Constraints based Explanation for Classifications. CIKM (2018)
Daniel Deutch, Nave Frost, Amir Gilad
Natural Language Explanations for Query Results. SIGMOD Rec. 47 (1) (2018)
Daniel Deutch, Nave Frost, Amir Gilad
Provenance for Non-Experts. IEEE Data Eng. Bull. 41 (1) (2018)
Daniel Deutch, Nave Frost, Amir Gilad, Tomer Haimovich
NLProveNAns: Natural Language Provenance for Non-Answers. Proc. VLDB Endow. 11 (12) (2018)
Daniel Deutch, Nave Frost, Amir Gilad
Provenance for Natural Language Queries. Proc. VLDB Endow. 10 (5) (2017)
Daniel Deutch, Nave Frost, Amir Gilad
NLProv: Natural Language Provenance. Proc. VLDB Endow. 9 (13) (2016)