Daniel Deutch - RankMe

126 papers A* 21A 13B 7C 1Journal 60Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	CoDeC: Constraints-Guided Diverse Counterfactuals. EDBT Avia Asael, Nave Frost, Amir Gilad, Daniel Deutch
2026	—	`conf`	Towards Guiding Data Imputation for Scientific Data Analytics Via SHAP-like Scores. EDBT/ICDT Workshops Omer Abramovich, Hadas Stiebel-Kalish, Daniel Deutch
2025	J	`jnl`	Advancing Fact Attribution for Query Answering: Aggregate Queries and Novel Algorithms. CoRR Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu
2025	J	`jnl`	Advancing Fact Attribution for Query Answering: Aggregate Queries and Novel Algorithms. Proc. VLDB Endow. Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu
2025	J	`jnl`	CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers. CoRR Matan Ben-Tov, Daniel Deutch, Nave Frost, Mahmood Sharif
2024	J	`jnl`	Banzhaf Values for Facts in Query Answering. Proc. ACM Manag. Data Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu
2024	A*	`conf`	CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers. SP Matan Ben-Tov, Daniel Deutch, Nave Frost, Mahmood Sharif
2024	B	`conf`	Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases. EDBT Aviv Ben-Arie, Daniel Deutch, Nave Frost, Yair Horesh, Idan Meyuhas
2024	B	`conf`	Predicting Fact Contributions from Query Logs with Machine Learning. EDBT Dana Arad, Daniel Deutch, Nave Frost
2023	A*	`conf`	Answering Questions by Meta-Reasoning over Multiple Chains of Thought. EMNLP Ori Yoran, Tomer Wolfson, Ben Bogin, Uri Katz, Daniel Deutch, Jonathan Berant
2023	J	`jnl`	Answering Questions by Meta-Reasoning over Multiple Chains of Thought. CoRR Ori Yoran, Tomer Wolfson, Ben Bogin, Uri Katz, Daniel Deutch, Jonathan Berant
2023	J	`jnl`	Banzhaf Values for Facts in Query Answering. CoRR Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu
2022	—	`conf`	CFDB: Machine Learning Model Analysis via Databases of CounterFactuals. SIGMOD Conference Idan Meyuhas, Aviv Ben-Arie, Yair Horesh, Daniel Deutch
2022	—	`conf`	Computing the Shapley Value of Facts in Query Answering. SIGMOD Conference Daniel Deutch, Nave Frost, Benny Kimelfeld, Mikaël Monet
2022	J	`jnl`	FEDEX: An Explainability Framework for Data Exploration Steps. CoRR Daniel Deutch, Amir Gilad, Tova Milo, Amit Mualem, Amit Somech
2022	J	`jnl`	FEDEX: An Explainability Framework for Data Exploration Steps. Proc. VLDB Endow. Daniel Deutch, Amir Gilad, Tova Milo, Amit Mualem, Amit Somech
2022	A	`conf`	LearnShapley: Learning to Predict Rankings of Facts Contribution Based on Query Logs. CIKM Dana Arad, Daniel Deutch, Nave Frost
2022	—	`ed.`	Proceedings of the 14th International Workshop on the Theory and Practice of Provenance, TaPP 2022, Philadelphia, Pennsylvania, 17 June 2022 TaPP Adriane Chapman, Daniel Deutch, Tanu Malik
2022	—	`conf`	ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values. SIGMOD Conference Susan B. Davidson, Daniel Deutch, Nave Frost, Benny Kimelfeld, Omer Koren, Mikaël Monet
2022	—	`conf`	Theory and Practice of Provenance. SIGMOD Conference Daniel Deutch, Tanu Malik, Adriane Chapman
2022	—	`conf`	Weakly Supervised Text-to-SQL Parsing through Question Decomposition. NAACL-HLT (Findings) Tomer Wolfson, Daniel Deutch, Jonathan Berant
2022	A	`conf`	exML: An Explainable Maximum Likelihood Tool for Proportion Estimation in DNA Data. CIKM Amit Bergman, Viviane Slon, Daniel Deutch
2021	J	`jnl`	Computing the Shapley Value of Facts in Query Answering. CoRR Daniel Deutch, Nave Frost, Benny Kimelfeld, Mikaël Monet
2021	A	`conf`	Explanations for Data Repair Through Shapley Values. CIKM Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer
2021	—	`conf`	On Optimizing the Trade-off between Privacy and Utility in Data Provenance. SIGMOD Conference Daniel Deutch, Ariel Frankenthal, Amir Gilad, Yuval Moskovitch
2021	J	`jnl`	On Optimizing the Trade-off between Privacy and Utility in Data Provenance. CoRR Daniel Deutch, Ariel Frankenthal, Amir Gilad, Yuval Moskovitch
2021	A*	`conf`	PITA: Privacy Through Provenance Abstraction. ICDE Daniel Deutch, Ariel Frankenthal, Amir Gilad, Yuval Moskovitch
2021	J	`jnl`	Weakly Supervised Mapping of Natural Language to SQL through Question Decomposition. CoRR Tomer Wolfson, Jonathan Berant, Daniel Deutch
2020	J	`jnl`	Break It Down: A Question Understanding Benchmark. CoRR Tomer Wolfson, Mor Geva, Ankit Gupta, Matt Gardner, Yoav Goldberg, Daniel Deutch, Jonathan Berant
2020	J	`jnl`	Break It Down: A Question Understanding Benchmark. Trans. Assoc. Comput. Linguistics Tomer Wolfson, Mor Geva, Ankit Gupta, Yoav Goldberg, Matt Gardner, Daniel Deutch, Jonathan Berant
2020	J	`jnl`	COBRA: Compression via Abstraction of Provenance for Hypothetical Reasoning. CoRR Daniel Deutch, Yuval Moskovitch, Noam Rinetzky
2020	—	`conf`	Equivalence-Invariant Algebraic Provenance for Hyperplane Update Queries. SIGMOD Conference Pierre Bourhis, Daniel Deutch, Yuval Moskovitch
2020	J	`jnl`	Equivalence-Invariant Algebraic Provenance for Hyperplane Update Queries. CoRR Pierre Bourhis, Daniel Deutch, Yuval Moskovitch
2020	J	`jnl`	ExplainED: Explanations for EDA Notebooks. Proc. VLDB Endow. Daniel Deutch, Amir Gilad, Tova Milo, Amit Somech
2020	B	`conf`	Explaining Missing Query Results in Natural Language. EDBT Daniel Deutch, Nave Frost, Amir Gilad, Tomer Haimovich
2020	J	`jnl`	Explaining Natural Language Query Results. CoRR Daniel Deutch, Nave Frost, Amir Gilad
2020	J	`jnl`	Explaining Natural Language query results. VLDB J. Daniel Deutch, Nave Frost, Amir Gilad
2020	J	`jnl`	Hypothetical Reasoning via Provenance Abstraction. CoRR Daniel Deutch, Yuval Moskovitch, Noam Rinetzky
2020	J	`jnl`	Just in Time: Personal Temporal Insights for Altering Model Decisions. CoRR Naama Boer, Daniel Deutch, Nave Frost, Tova Milo
2020	J	`jnl`	MuSe: Multiple Deletion Semantics for Data Repair. Proc. VLDB Endow. Amir Gilad, Yihao Hu, Daniel Deutch, Sudeepa Roy
2020	—	`conf`	On Multiple Semantics for Declarative Database Repairs. SIGMOD Conference Amir Gilad, Daniel Deutch, Sudeepa Roy
2020	J	`jnl`	On Multiple Semantics for Declarative Database Repairs. CoRR Amir Gilad, Daniel Deutch, Sudeepa Roy
2020	J	`jnl`	Personal Insights for Altering Decisions of Tree-based Ensembles over Time. Proc. VLDB Endow. Nave Frost, Naama Boer, Daniel Deutch, Tova Milo
2020	—	`conf`	T-REx: Table Repair Explanations. SIGMOD Conference Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer
2020	J	`jnl`	T-REx: Table Repair Explanations. CoRR Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer
2019	A*	`conf`	COBRA: Compression Via Abstraction of Provenance for Hypothetical Reasoning. ICDE Daniel Deutch, Yuval Moskovitch, Noam Rinetzky
2019	J	`jnl`	Computing possible and certain answers over order-incomplete data. Theor. Comput. Sci. Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart
2019	A*	`conf`	Constraints-Based Explanations of Classifications. ICDE Daniel Deutch, Nave Frost
2019	J	`jnl`	Datalignment: Ontology Schema Alignment Through Datalog Containment. Proc. VLDB Endow. Daniel Deutch, Evgeny Marants, Yuval Moskovitch
2019	A*	`conf`	Explaining Queries Over Web Tables to Non-experts. ICDE Jonathan Berant, Daniel Deutch, Amir Globerson, Tova Milo, Tomer Wolfson
2019	—	`conf`	Hypothetical Reasoning via Provenance Abstraction. SIGMOD Conference Daniel Deutch, Yuval Moskovitch, Noam Rinetzky
2019	A*	`conf`	Just in Time: Personal Temporal Insights for Altering Model Decisions. ICDE Naama Boer, Daniel Deutch, Nave Frost, Tova Milo
2019	J	`jnl`	ProvCite: Provenance-based Data Citation. Proc. VLDB Endow. Yinjun Wu, Abdussalam Alawini, Daniel Deutch, Tova Milo, Susan B. Davidson
2019	B	`conf`	Reverse-Engineering Conjunctive Queries from Provenance Examples. EDBT Daniel Deutch, Amir Gilad
2018	A	`conf`	CEC: Constraints based Explanation for Classifications. CIKM Daniel Deutch, Nave Frost
2018	J	`jnl`	Computing Possible and Certain Answers over Order-Incomplete Data. CoRR Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart
2018	J	`jnl`	Efficient provenance tracking for datalog using top-k queries. VLDB J. Daniel Deutch, Amir Gilad, Yuval Moskovitch
2018	J	`jnl`	Explaining Queries over Web Tables to Non-Experts. CoRR Jonathan Berant, Daniel Deutch, Amir Globerson, Tova Milo, Tomer Wolfson
2018	A*	`conf`	Interactive Inference of SPARQL Queries Using Provenance. ICDE Efrat Abramovitz, Daniel Deutch, Amir Gilad
2018	J	`jnl`	NLProveNAns: Natural Language Provenance for Non-Answers. Proc. VLDB Endow. Daniel Deutch, Nave Frost, Amir Gilad, Tomer Haimovich
2018	J	`jnl`	Natural Language Explanations for Query Results. SIGMOD Rec. Daniel Deutch, Nave Frost, Amir Gilad
2018	A	`conf`	Preserving Privacy of Fraud Detection Rule Sharing Using Intel's SGX. CIKM Daniel Deutch, Yehonatan Ginzberg, Tova Milo
2018	J	`jnl`	Provenance for Non-Experts. IEEE Data Eng. Bull. Daniel Deutch, Nave Frost, Amir Gilad
2018	J	`jnl`	QuestPro: Queries in SPARQL Through Provenance. Proc. VLDB Endow. Efrat Abramovitz, Daniel Deutch, Amir Gilad
2018	B	`conf`	Towards Hypothetical Reasoning Using Distributed Provenance. EDBT Daniel Deutch, Yuval Moskovitch, Itay Polak, Noam Rinetzky
2017	A	`conf`	A Model for Fine-Grained Data Citation. CIDR Susan B. Davidson, Daniel Deutch, Tova Milo, Gianmaria Silvello
2017	—	`conf`	A Model for Fine-Grained Data Citation. SEBD Susan B. Davidson, Daniel Deutch, Tova Milo, Gianmaria Silvello
2017	A*	`conf`	Data Citation: A Computational Challenge. PODS Susan B. Davidson, Peter Buneman, Daniel Deutch, Tova Milo, Gianmaria Silvello
2017	A*	`conf`	POLYTICS: Provenance-Based Analytics of Data-Centric Applications. ICDE Pierre Bourhis, Daniel Deutch, Yuval Moskovitch
2017	C	`conf`	Possible and Certain Answers for Queries over Order-Incomplete Data. TIME Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart
2017	J	`jnl`	Possible and Certain Answers for Queries over Order-Incomplete Data. CoRR Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart
2017	J	`jnl`	Provenance for Natural Language Queries. Proc. VLDB Endow. Daniel Deutch, Nave Frost, Amir Gilad
2016	A*	`conf`	Analyzing data-centric applications: Why, what-if, and how-to. ICDE Pierre Bourhis, Daniel Deutch, Yuval Moskovitch
2016	J	`jnl`	Learning Queries from Examples and Their Explanations. CoRR Daniel Deutch, Amir Gilad
2016	J	`jnl`	NLProv: Natural Language Provenance. Proc. VLDB Endow. Daniel Deutch, Nave Frost, Amir Gilad
2016	B	`conf`	PROX: Approximated Summarization of Data Provenance. EDBT Eleanor Ainy, Pierre Bourhis, Susan B. Davidson, Daniel Deutch, Tova Milo
2016	A*	`conf`	QPlain: Query by explanation. ICDE Daniel Deutch, Amir Gilad
2015	A	`conf`	Approximated Summarization of Data Provenance. CIKM Eleanor Ainy, Pierre Bourhis, Susan B. Davidson, Daniel Deutch, Tova Milo
2015	J	`jnl`	Optimal Probabilistic Generation of XML Documents. Theory Comput. Syst. Serge Abiteboul, Yael Amsterdamer, Daniel Deutch, Tova Milo, Pierre Senellart
2015	J	`jnl`	Provenance-based analysis of data-centric processes. VLDB J. Daniel Deutch, Yuval Moskovitch, Val Tannen
2015	J	`jnl`	Selective Provenance for Datalog Programs Using Top-K Queries. Proc. VLDB Endow. Daniel Deutch, Amir Gilad, Yuval Moskovitch
2015	—	`conf`	Towards web-scale how-provenance. ICDE Workshops Daniel Deutch, Amir Gilad, Yuval Moskovitch
2015	A*	`conf`	selP: Selective tracking and presentation of data provenance. ICDE Daniel Deutch, Amir Gilad, Yuval Moskovitch
2014	J	`jnl`	A Provenance Framework for Data-Dependent Process Analysis. Proc. VLDB Endow. Daniel Deutch, Yuval Moskovitch, Val Tannen
2014	—	`conf`	Approximated Provenance for Complex Applications. TAPP Eleanor Ainy, Susan B. Davidson, Daniel Deutch, Tova Milo
2014	A	`conf`	Circuits for Datalog Provenance. ICDT Daniel Deutch, Tova Milo, Sudeepa Roy, Val Tannen
2014	A	`conf`	Deduction with Contradictions in Datalog. ICDT Serge Abiteboul, Daniel Deutch, Victor Vianu
2013	A	`conf`	Caravan: Provisioning for What-If Analysis. CIDR Daniel Deutch, Zachary G. Ives, Tova Milo, Val Tannen
2013	J	`jnl`	PROPOLIS: Provisioned Analysis of Data-Centric Processes. Proc. VLDB Endow. Daniel Deutch, Yuval Moskovitch, Val Tannen
2013	J	`jnl`	Querying Probabilistic Business Processes for Sub-Flows. Theory Comput. Syst. Daniel Deutch
2013	J	`jnl`	Top-k queries over web applications. VLDB J. Daniel Deutch, Tova Milo, Neoklis Polyzotis
2012	J	`jnl`	A structural/temporal query language for Business Processes. J. Comput. Syst. Sci. Daniel Deutch, Tova Milo
2012	—	`book`	Business Processes: A Database Perspective Business Processes Daniel Deutch, Tova Milo
2012	—	`conf`	Dealing with the Deep Web and all its Quirks. VLDS Meghyn Bienvenu, Daniel Deutch, Davide Martinenghi, Pierre Senellart, Fabian M. Suchanek
2012	A*	`conf`	Declarative platform for data sourcing games. WWW Daniel Deutch, Ohad Greenshpan, Boris Kostenko, Tova Milo
2012	—	`conf`	Deduction in the Presence of Distribution and Contradictions. WebDB Serge Abiteboul, Meghyn Bienvenu, Daniel Deutch
2012	A	`conf`	Finding optimal probabilistic generators for XML collections. ICDT Serge Abiteboul, Yael Amsterdamer, Daniel Deutch, Tova Milo, Pierre Senellart
2012	—	`conf`	Mob data sourcing. SIGMOD Conference Daniel Deutch, Tova Milo
2012	J	`jnl`	On Provenance Minimization. ACM Trans. Database Syst. Yael Amsterdamer, Daniel Deutch, Tova Milo, Val Tannen
2012	—	`conf`	Provenance for Web 2.0 Data. Secure Data Management Meghyn Bienvenu, Daniel Deutch, Fabian M. Suchanek
2012	J	`jnl`	Putting Lipstick on Pig: Enabling Database-style Workflow Provenance CoRR Yael Amsterdamer, Susan B. Davidson, Daniel Deutch, Tova Milo, Julia Stoyanovich, Val Tannen
2012	J	`jnl`	Type inference and type checking for queries over execution traces. VLDB J. Daniel Deutch, Tova Milo
2011	A*	`conf`	A quest for beauty and wealth (or, business processes for database researchers). PODS Daniel Deutch, Tova Milo
2011	A*	`conf`	On provenance minimization. PODS Yael Amsterdamer, Daniel Deutch, Tova Milo, Val Tannen
2011	J	`jnl`	On the Limitations of Provenance for Queries With Difference CoRR Yael Amsterdamer, Daniel Deutch, Val Tannen
2011	—	`conf`	On the Limitations of Provenance for Queries with Difference. TaPP Yael Amsterdamer, Daniel Deutch, Val Tannen
2011	—	`conf`	On the optimality of top-k algorithms for Interactive Web Applications. WebDB Yael Amsterdamer, Daniel Deutch, Tova Milo
2011	J	`jnl`	Provenance for Aggregate Queries CoRR Yael Amsterdamer, Daniel Deutch, Val Tannen
2011	A*	`conf`	Provenance for aggregate queries. PODS Yael Amsterdamer, Daniel Deutch, Val Tannen
2011	J	`jnl`	Putting Lipstick on Pig: Enabling Database-style Workflow Provenance. Proc. VLDB Endow. Yael Amsterdamer, Susan B. Davidson, Daniel Deutch, Tova Milo, Julia Stoyanovich, Val Tannen
2011	A	`conf`	Querying probabilistic business processes for sub-flows. ICDT Daniel Deutch
2011	A*	`conf`	Using Markov Chain Monte Carlo to play Trivia. ICDE Daniel Deutch, Ohad Greenshpan, Boris Kostenko, Tova Milo
2010	J	`jnl`	Navigating in Complex Mashed-Up Applications. Proc. VLDB Endow. Daniel Deutch, Ohad Greenshpan, Tova Milo
2010	A*	`conf`	Navigating through Mashed-up Applications with COMPASS. ICDE Daniel Deutch, Ohad Greenshpan, Tova Milo
2010	J	`jnl`	On models and query languages for probabilistic processes. SIGMOD Rec. Daniel Deutch, Tova Milo
2010	A*	`conf`	On probabilistic fixpoint and Markov chain query languages. PODS Daniel Deutch, Christoph Koch, Tova Milo
2010	J	`jnl`	Optimal Top-K Query Evaluation for Weighted Business Processes. Proc. VLDB Endow. Daniel Deutch, Tova Milo, Neoklis Polyzotis, Tom Yam
2010	—	`—`	Querying web-based applications under models of uncertainty Daniel Deutch
2009	A*	`conf`	Evaluating TOP-K Queries over Business Processes. ICDE Daniel Deutch, Tova Milo
2009	J	`jnl`	Goal-Oriented Web-site Navigation for On-line Shoppers. Proc. VLDB Endow. Daniel Deutch, Tova Milo, Tom Yam
2009	J	`jnl`	Querying Future and Past in Business Processes. IEEE Data Eng. Bull. Daniel Deutch, Tova Milo
2009	A	`conf`	TOP-K projection queries for probabilistic business processes. ICDT Daniel Deutch, Tova Milo
2008	J	`jnl`	Querying and monitoring distributed business processes. Proc. VLDB Endow. Tova Milo, Daniel Deutch
2008	J	`jnl`	Querying web-based applications under models of uncertainty. Proc. VLDB Endow. Daniel Deutch, Tova Milo
2008	J	`jnl`	Type inference and type checking for queries on execution traces. Proc. VLDB Endow. Daniel Deutch, Tova Milo
2007	—	`conf`	Querying Structural and Behavioral Properties of Business Processes. DBPL Daniel Deutch, Tova Milo