Leopoldo E. Bertossi

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 79

Top Venues

Publications

Leopoldo E. Bertossi, Benny Kimelfeld, Ester Livshits, Mikaël Monet
The Shapley Value in Database Management. CoRR (2024)
Leopoldo E. Bertossi, Mostafa Milani
Extending sticky-Datalog± via finite-position selection functions: Tractability, algorithms, and optimization. Inf. Syst. 114 (2023)
Leopoldo E. Bertossi, Jorge E. Leon
Opening Up the Neural Network Classifier for Shap Score Computation. CoRR (2023)
Leopoldo E. Bertossi, Jorge E. Leon
Compiling Neural Network Classifiers into Boolean Circuits for Efficient Shap-Score Computation (short paper). AMW (2023)
Leopoldo E. Bertossi, Jorge E. Leon
Efficient Computation of Shap Explanation Scores for Neural Network Classifiers via Knowledge Compilation. JELIA (2023)
Marcelo Arenas, Pablo Barceló, Leopoldo E. Bertossi, Mikaël Monet
On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results. J. Mach. Learn. Res. 24 (2023)
Leopoldo E. Bertossi
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence. CoRR (2023)
Leopoldo E. Bertossi
Declarative Approaches to Counterfactual Explanations for Classification. Theory Pract. Log. Program. 23 (3) (2023)
Leopoldo E. Bertossi
From Database Repairs to Causality in Databases and Beyond. Trans. Large Scale Data Knowl. Centered Syst. 54 (2023)
Leopoldo E. Bertossi
Attribution-Scores in Data Management and Explainable Machine Learning. ADBIS (2023)
Leopoldo E. Bertossi, Benny Kimelfeld, Ester Livshits, Mikaël Monet
The Shapley Value in Database Management. SIGMOD Rec. 52 (2) (2023)
Leopoldo E. Bertossi
Attribution-Scores in Data Management and Explainable Machine Learning. CoRR (2023)
Leopoldo E. Bertossi
From Database Repairs to Causality in Databases and Beyond. CoRR (2023)
Leopoldo E. Bertossi
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence. Reasoning Web (2022)
Ester Livshits, Leopoldo E. Bertossi, Benny Kimelfeld, Moshe Sebag
Query Games in Databases. SIGMOD Rec. 50 (1) (2021)
Leopoldo E. Bertossi
Specifying and computing causes for query answers in databases via database repairs and repair-programs. Knowl. Inf. Syst. 63 (1) (2021)
Leopoldo E. Bertossi, Mostafa Milani
Extending Sticky-Datalog+/- via Finite-Position Selection Functions: Tractability, Algorithms, and Optimization. CoRR (2021)
Leopoldo E. Bertossi
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis. CoRR (2021)
Ester Livshits, Leopoldo E. Bertossi, Benny Kimelfeld, Moshe Sebag
The Shapley Value of Tuples in Query Answering. Log. Methods Comput. Sci. 17 (3) (2021)
Marcelo Arenas, Pablo Barceló, Leopoldo E. Bertossi, Mikaël Monet
The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits. AAAI (2021)
Marcelo Arenas, Pablo Barceló, Leopoldo E. Bertossi, Mikaël Monet
On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results. CoRR (2021)
Marcelo Arenas, Pablo Barceló, Leopoldo E. Bertossi, Mikaël Monet
The Tractability of SHAP-scores over Deterministic and Decomposable Boolean Circuits. CoRR (2020)
Leopoldo E. Bertossi
An ASP-Based Approach to Counterfactual Explanations for Classification. CoRR (2020)
Leopoldo E. Bertossi, Jordan Li, Maximilian Schleich, Dan Suciu, Zografoula Vagena
Causality-based Explanation of Classification Outcomes. DEEM@SIGMOD (2020)
Ester Livshits, Leopoldo E. Bertossi, Benny Kimelfeld, Moshe Sebag
The Shapley Value of Tuples in Query Answering. ICDT (2020)
Leopoldo E. Bertossi
Score-Based Explanations in Data Management and Machine Learning. CoRR (2020)
Leopoldo E. Bertossi, Floris Geerts
Data Quality and Explainable AI. ACM J. Data Inf. Qual. 12 (2) (2020)
Leopoldo E. Bertossi
An ASP-Based Approach to Counterfactual Explanations for Classification. RuleML+RR (2020)
Leopoldo E. Bertossi, Jordan Li, Maximilian Schleich, Dan Suciu, Zografoula Vagena
Causality-based Explanation of Classification Outcomes. CoRR (2020)
Leopoldo E. Bertossi
Declarative Approaches to Counterfactual Explanations for Classification. CoRR (2020)
Leopoldo E. Bertossi
Score-Based Explanations in Data Management and Machine Learning. SUM (2020)
Leopoldo E. Bertossi
Repair-Based Degrees of Database Inconsistency. LPNMR (2019)
Leopoldo E. Bertossi, Georg Gottlob, Reinhard Pichler
Datalog: Bag Semantics via Set Semantics. ICDT (2019)
Ester Livshits, Leopoldo E. Bertossi, Benny Kimelfeld, Moshe Sebag
The Shapley Value of Tuples in Query Answering. CoRR (2019)
Leopoldo E. Bertossi
Database Repairs and Consistent Query Answering: Origins and Further Developments. PODS (2019)
Leopoldo E. Bertossi
Causality in Databases: Answer-Set Programs and Integrity Constraints. AMW (2018)
Leopoldo E. Bertossi
Repair-Based Degrees of Database Inconsistency: Computation and Complexity. CoRR (2018)
Leopoldo E. Bertossi, Georg Gottlob, Reinhard Pichler
Datalog: Bag Semantics via Set Semantics. CoRR (2018)
Leopoldo E. Bertossi, Mostafa Milani
Ontological Multidimensional Data Models and Contextual Data Quality. ACM J. Data Inf. Qual. 9 (3) (2018)
Leopoldo E. Bertossi
Measuring and Computing Database Inconsistency via Repairs. SUM (2018)
Leopoldo E. Bertossi
Measuring and Computing Database Inconsistency via Repairs. CoRR (2018)
Leopoldo E. Bertossi
Characterizing and Computing Causes for Query Answers in Databases from Database Repairs and Repair Programs. FoIKS (2018)
Leopoldo E. Bertossi, Babak Salimi
Causes for query answers from databases: Datalog abduction, view-updates, and integrity constraints. Int. J. Approx. Reason. 90 (2017)
Leopoldo E. Bertossi
The Causality/Repair Connection in Databases: Causality-Programs. CoRR (2017)
Leopoldo E. Bertossi, Babak Salimi
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. Theory Comput. Syst. 61 (1) (2017)
Leopoldo E. Bertossi, Mostafa Milani
The Ontological Multidimensional Data Model. AMW (2017)
Leopoldo E. Bertossi, Mostafa Milani
The Ontological Multidimensional Data Model in Quality Data Specification and Extraction - (Extended Abstract and Progress Report). BICOD (2017)
Leopoldo E. Bertossi
Characterizing and Computing Causes for Query Answers in Databases from Database Repairs and Repair Programs. CoRR (2017)
Leopoldo E. Bertossi, Mostafa Milani
Ontological Multidimensional Data Models and Contextual Data Qality. CoRR (2017)
Leopoldo E. Bertossi
The Causality/Repair Connection in Databases: Causality-Programs. SUM (2017)
Leopoldo E. Bertossi, Loreto Bravo
Consistency and trust in peer data exchange systems. Theory Pract. Log. Program. 17 (2) (2017)
Zeinab Bahmani, Leopoldo E. Bertossi, Nikolaos Vasiloglou
ERBlox: Combining matching dependencies with machine learning for entity resolution. Int. J. Approx. Reason. 83 (2017)
Zeinab Bahmani, Leopoldo E. Bertossi
Enforcing Relational Matching Dependencies with Datalog for Entity Resolution. FLAIRS Conference (2017)
Paul Fodor, Guido Governatori, José Júlio Alferes, Leopoldo E. Bertossi
RuleML (Web Rule Symposium) 2016 Report. AI Mag. 38 (1) (2017)
Leopoldo E. Bertossi, Mostafa Milani
The Ontological Multidimensional Data Model. CoRR (2017)
Leopoldo E. Bertossi, Loreto Bravo
Consistency and Trust in Peer Data Exchange Systems. CoRR (2016)
Babak Salimi, Leopoldo E. Bertossi, Dan Suciu, Guy Van den Broeck
Quantifying Causal Effects on Query Answering in Databases. TaPP (2016)
Mostafa Milani, Andrea Calì, Leopoldo E. Bertossi
A Hybrid Approach to Query Answering under Expressive Datalog+/-. CoRR (2016)
Mostafa Milani, Leopoldo E. Bertossi
Extending Weakly-Sticky Datalog+/-: Query-Answering Tractability and Optimizations. CoRR (2016)
Leopoldo E. Bertossi, Flavio Rizzolo
Contexts and Data Quality Assessment. CoRR (2016)
Leopoldo E. Bertossi, Andrea Calì, Mostafa Milani
Query Answering on Expressive Datalog+/- Ontologies. AMW (2016)
Andrei Lopatenko, Leopoldo E. Bertossi
Complexity of Consistent Query Answering in Databases under Cardinality-Based and Incremental Repair Semantics (extended version). CoRR (2016)
Mostafa Milani, Leopoldo E. Bertossi
: Query-Answering Tractability and Optimizations. RR (2016)
Babak Salimi, Leopoldo E. Bertossi
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints. CoRR (2016)
Babak Salimi, Leopoldo E. Bertossi, Dan Suciu, Guy Van den Broeck
Quantifying Causal Effects on Query Answering in Databases. CoRR (2016)
Leopoldo E. Bertossi, Babak Salimi
Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints. CoRR (2016)
Babak Salimi, Leopoldo E. Bertossi
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints. FLAIRS Conference (2016)
Mostafa Milani, Andrea Calì, Leopoldo E. Bertossi
A Hybrid Approach to Query Answering Under Expressive Datalog ^\pm. RR (2016)
Zeinab Bahmani, Leopoldo E. Bertossi
Enforcing Relational Matching Dependencies with Datalog for Entity Resolution. CoRR (2016)
Zeinab Bahmani, Leopoldo E. Bertossi, Nikolaos Vasiloglou
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution. CoRR (2016)
Babak Salimi, Leopoldo E. Bertossi
Query-Answer Causality in Databases: Abductive Diagnosis and View Updates. ACI@UAI (2015)
Babak Salimi, Leopoldo E. Bertossi
Query-Answer Causality in Databases: Abductive Diagnosis and View-Updates. CoRR (2015)
Zeinab Bahmani, Leopoldo E. Bertossi, Nikolaos Vasiloglou
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution. CoRR (2015)
Zeinab Bahmani, Leopoldo E. Bertossi, Nikolaos Vasiloglou
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution. SUM (2015)
Mostafa Milani, Leopoldo E. Bertossi
Tractable Query Answering and Optimization for Extensions of Weakly-Sticky Datalog+-. AMW (2015)
Babak Salimi, Leopoldo E. Bertossi
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. CoRR (2015)
Mostafa Milani, Leopoldo E. Bertossi
Ontology-Based Multidimensional Contexts with Applications to Quality Data Specification and Extraction. RuleML (2015)
Mostafa Milani, Leopoldo E. Bertossi
Tractable Query Answering and Optimization for Extensions of Weakly-Sticky Datalog+-. CoRR (2015)
Babak Salimi, Leopoldo E. Bertossi
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. ICDT (2015)
Mostafa Milani, Leopoldo E. Bertossi, Sina Ariyan
Extending contexts with ontologies for multidimensional data quality assessment. ICDE Workshops (2014)
Babak Salimi, Leopoldo E. Bertossi
Causality in Databases: The Diagnosis and Repair Connections. CoRR (2014)
Babak Salimi, Leopoldo E. Bertossi
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. CoRR (2014)
Leopoldo E. Bertossi, Babak Salimi
Causality in Databases, Database Repairs, and Consistency-Based Diagnosis (extended abstract). AMW (2014)
Leopoldo E. Bertossi, Jaffer Gardezi
Tractable vs. Intractable Cases of Query Answering under Matching Dependencies. SUM (2014)
Leopoldo E. Bertossi, Babak Salimi
Unifying Causality, Diagnosis, Repairs and View-Updates in Databases. CoRR (2014)
Leopoldo E. Bertossi, Jaffer Gardezi
On the Complexity of Query Answering under Matching Dependencies for Entity Resolution. AMW (2013)
Leopoldo E. Bertossi, Jaffer Gardezi
Tractable vs. Intractable Cases of Matching Dependencies for Query Answering under Entity Resolution. CoRR (2013)
Leopoldo E. Bertossi, Jaffer Gardezi
On the Complexity of Query Answering under Matching Dependencies for Entity Resolution CoRR (2013)
M. Andrea Rodríguez, Leopoldo E. Bertossi, Mónica Caniupán Marileo
Consistent query answering under spatial semantic constraints. Inf. Syst. 38 (2) (2013)
Leopoldo E. Bertossi, Lechen Li
Achieving Data Privacy through Secrecy Views and Null-Based Virtual Updates. IEEE Trans. Knowl. Data Eng. 25 (5) (2013)
Leopoldo E. Bertossi, Solmaz Kolahi, Laks V. S. Lakshmanan
Data Cleaning and Query Answering with Matching Dependencies and Matching Functions. Theory Comput. Syst. 52 (3) (2013)
Mostafa Milani, Leopoldo E. Bertossi, Sina Ariyan
Extending Contexts with Ontologies for Multidimensional Data Quality Assessment. CoRR (2013)
Sina Ariyan, Leopoldo E. Bertossi
A multidimensional data model with subcategories for flexibly capturing summarizability. SSDBM (2013)
Mahkameh Yaghmaie, Leopoldo E. Bertossi, Sina Ariyan
Repair-oriented relational schemas for multidimensional databases. EDBT (2012)
Zeinab Bahmani, Leopoldo E. Bertossi, Solmaz Kolahi, Laks V. S. Lakshmanan
Declarative Entity Resolution via Matching Dependencies and Answer Set Programs. KR (2012)
Jaffer Gardezi, Leopoldo E. Bertossi, Iluju Kiringa
Matching dependencies: semantics and query answering. Frontiers Comput. Sci. 6 (3) (2012)
Jaffer Gardezi, Leopoldo E. Bertossi
Tractable Cases of Clean Query Answering under Entity Resolution via Matching Dependencies. SUM (2012)
Jaffer Gardezi, Leopoldo E. Bertossi
Query Rewriting Using Datalog for Duplicate Resolution. Datalog (2012)
Aida Malaki, Leopoldo E. Bertossi, Flavio Rizzolo
Multidimensional Contexts for Data Quality Assessment. AMW (2012)
Jaffer Gardezi, Leopoldo E. Bertossi, Iluju Kiringa
Matching dependencies with arbitrary attribute values: semantics, query answering and integrity constraints. LID (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Leopoldo E. Bertossi