Amir Gilad
- PreFair: Privately Generating Justifiably Fair Synthetic Data
2022/12/20 by Amir Gilad, Pujol, David, Gilad, Amir +2 · 4 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
- Finding Convincing Views to Endorse a Claim
2024/08/27 by Shunit Agmon, Amir Gilad, Agmon, Shunit +7 · 4 citations
Economics, Econometrics and Finance · #Databases (cs.DB) #FOS: Computer and information sciences #Law, Economics, and Judicial Systems
- HypeR: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach
2022/03/28 by Sainyam Galhotra, Amir Gilad, Galhotra, Sainyam +5 · 1 citation
Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management #Logic, Reasoning, and Knowledge
- DPXPlain: Privately Explaining Aggregate Query Answers
2022/09/02 by Yuchao Tao, Tao, Yuchao, Amir Gilad +5 · 1 citation
Computer Science · Decision Sciences · #Cryptography and Data Security #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- FEDEX: An Explainability Framework for Data Exploration Steps
2022/09/13 by Daniel Deutch, Amir Gilad, Deutch, Daniel +7 · 1 citation
Computer Science · #Data Visualization and Analytics #Semantic Web and Ontologies #Time Series Analysis and Forecasting
- Summarized Causal Explanations For Aggregate Views (Full version)
2024/10/15 by Brit Youngmann, Youngmann, Brit, Michael Cafarella +5 · 2 citations
Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Databases (cs.DB) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies
- The Cost of Representation by Subset Repairs
2024/10/21 by Yu-xi Liu, Fangzhu Shen, Liu, Yuxi +8 · 1 citation
Computer Science · #Image Processing and 3D Reconstruction