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Daniel Deutch

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Nave Frost

> Home > Persons > Daniel Deutch

Publications

2024
[c60]
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Aviv Ben-Arie, Daniel Deutch, Nave Frost, Yair Horesh, Idan Meyuhas:
Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases. EDBT 2024: 597-609
[c59]
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Dana Arad, Daniel Deutch, Nave Frost:
Predicting Fact Contributions from Query Logs with Machine Learning. EDBT 2024: 704-716
2023
[i20]
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  - journals/corr/abs-2308-05588
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Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu:
Banzhaf Values for Facts in Query Answering. CoRR abs/2308.05588 (2023)
2022
[c57]
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  - conf/cikm/AradDF22
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Dana Arad, Daniel Deutch, Nave Frost:
LearnShapley: Learning to Predict Rankings of Facts Contribution Based on Query Logs. CIKM 2022: 4788-4792
[c54]
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  - conf/sigmod/DeutchFKM22
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Daniel Deutch, Nave Frost, Benny Kimelfeld, Mikaël Monet:
Computing the Shapley Value of Facts in Query Answering. SIGMOD Conference 2022: 1570-1583
[c53]
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  - conf/sigmod/DavidsonDFKKM22
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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: 2373-2376
2021
[c50]
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Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer:
Explanations for Data Repair Through Shapley Values. CIKM 2021: 362-371
[i16]
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  - journals/corr/abs-2112-08874
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Daniel Deutch, Nave Frost, Benny Kimelfeld, Mikaël Monet:
Computing the Shapley Value of Facts in Query Answering. CoRR abs/2112.08874 (2021)
2020
[j34]
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  - journals/pvldb/FrostBDM20
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Nave Frost, Naama Boer, Daniel Deutch, Tova Milo:
Personal Insights for Altering Decisions of Tree-based Ensembles over Time. Proc. VLDB Endow. 13(6): 798-811 (2020)
[j30]
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Daniel Deutch, Nave Frost, Amir Gilad:
Explaining Natural Language query results. VLDB J. 29(1): 485-508 (2020)
[c47]
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  - conf/edbt/DeutchFGH20
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Daniel Deutch, Nave Frost, Amir Gilad, Tomer Haimovich:
Explaining Missing Query Results in Natural Language. EDBT 2020: 427-430
[c44]
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Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer:
T-REx: Table Repair Explanations. SIGMOD Conference 2020: 2765-2768
[i13]
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  - journals/corr/abs-2007-04450
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Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer:
T-REx: Table Repair Explanations. CoRR abs/2007.04450 (2020)
[i12]
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  - journals/corr/abs-2007-04453
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Naama Boer, Daniel Deutch, Nave Frost, Tova Milo:
Just in Time: Personal Temporal Insights for Altering Model Decisions. CoRR abs/2007.04453 (2020)
[i11]
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  - journals/corr/abs-2007-04454
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Daniel Deutch, Nave Frost, Amir Gilad:
Explaining Natural Language Query Results. CoRR abs/2007.04454 (2020)
2019
[c42]
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  - conf/icde/DeutchF19
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Daniel Deutch, Nave Frost:
Constraints-Based Explanations of Classifications. ICDE 2019: 530-541
[c40]
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  - conf/icde/BoerDFM19
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Naama Boer, Daniel Deutch, Nave Frost, Tova Milo:
Just in Time: Personal Temporal Insights for Altering Model Decisions. ICDE 2019: 1988-1991
2018
[j26]
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  - journals/debu/DeutchFG17
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Daniel Deutch, Nave Frost, Amir Gilad:
Provenance for Non-Experts. IEEE Data Eng. Bull. 41(1): 3-14 (2018)
[j25]
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Daniel Deutch, Nave Frost, Amir Gilad, Tomer Haimovich:
NLProveNAns: Natural Language Provenance for Non-Answers. Proc. VLDB Endow. 11(12): 1986-1989 (2018)
[j23]
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Daniel Deutch, Nave Frost, Amir Gilad:
Natural Language Explanations for Query Results. SIGMOD Rec. 47(1): 42-49 (2018)
[c37]
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Daniel Deutch, Nave Frost:
CEC: Constraints based Explanation for Classifications. CIKM 2018: 1879-1882
2017
[j21]
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Daniel Deutch, Nave Frost, Amir Gilad:
Provenance for Natural Language Queries. Proc. VLDB Endow. 10(5): 577-588 (2017)
2016
[j20]
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Daniel Deutch, Nave Frost, Amir Gilad:
NLProv: Natural Language Provenance. Proc. VLDB Endow. 9(13): 1537-1540 (2016)

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