{"type":"ScholarlyArticle","title":"Towards Fair and Transparent Algorithmic Systems","authors":[{"name":"Yair Zick","slug":"yair-zick","given":"Yair","family":"Zick","affiliation":""}],"abstract":"My research in the past few years has focused on fostering trust in algorithmic systems. I often analyze scenarios where a variety of desirable trust-oriented goals must be simultaneously satisfied; \r\nfor example, ensuring that an allocation mechanism is both fair and efficient, or that a model explanation framework is both effective and differentially private. \r\nThis interdisciplinary approach requires tools from a variety of computer science disciplines, such as game theory, economics, ML and differential privacy.","doi":"10.24963/ijcai.2021/705","url":"https://ijcai.org/proceedings/2021/705","pdf":"https://ijcai.org/proceedings/2021/0705.pdf","markdown":"https://ijcai.org/proceedings/2021/705.md","bibtex":"https://ijcai.org/proceedings/2021/bibtex/705","volume":{"slug":"2021","title":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2021","url":"https://ijcai.org/proceedings/2021/","year":2021,"location":"Montreal","dates":"19-27 August 2021","editors":"Prof. Zhi-Hua Zhou","isbn":"978-0-9992411-9-6","publisher":"International Joint Conferences on Artificial Intelligence Organization","doi_prefix":"10.24963/ijcai.2021"},"section":"Early Career","track":"Early Career","number":705,"pages":{"first":4970,"last":4974},"keywords":["Agent-based and Multi-agent Systems: Cooperative Games","AI Ethics, Trust, Fairness: Explainability","Agent-based and Multi-agent Systems: Computational Social Choice","Agent-based and Multi-agent Systems: Resource Allocation"],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}