Dear colleagues and friends, We have a PhD position opening (Project #1 in the link) which might be interesting for students that are interested in neuro-symbolic integration.
Topic: Knowledge-Driven Learning for XAI in Fraud Detection This project aims to develop a novel neuro-symbolic framework that mainly combines the strengths of both the data-driven approaches (which comes with adaptability, autonomy, and good qualitative performance) and the knowledge-driven approaches (logical or causal, which comes with interpretability, maintainability, and well-understood computational characteristics) to provide counter-factual explanations for experts in terms of relevant features and the emergent structures in-between. Supervisors: Erman Acar, Ilker Birbil (AI & Optimisation, Amsterdam Business School) Deadline: May 21st. The selected candidate will be a part of the mentioned institutes as well as University of Amsterdam's growing AI4FinTech <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2F%3Fkeywords%3Dai4fintech%26highlightedUpdateUrns%3Durn%253Ali%253Aactivity%253A7053785322001723392&data=05%7C01%7Cuai%40engr.orst.edu%7Ccea124cbe2344e3c6e9b08db40e4283d%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638175121183820998%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C2000%7C%7C%7C&sdata=ReGgu8pBlvbUyvskOb8iE1t78QOJeYlBO2EUKDz4b9Q%3D&reserved=0> ecosystem, and will have a chance to work in an environment with major industry partners. For application and further info: https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fvacatures.uva.nl%2FUvA%2Fjob%2FSeven-PhD-positions-in-AI-for-Fintech%2F768660902%2F&data=05%7C01%7Cuai%40engr.orst.edu%7Ccea124cbe2344e3c6e9b08db40e4283d%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638175121183820998%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C2000%7C%7C%7C&sdata=wVRxRv%2BxEkUGaJjjDjyMjRZVhVMJe%2B5%2BVDVpkbSTRYk%3D&reserved=0 For more information, please do not hesitate to contact me. Erman --- Erman Acar, PhD Assistant Professor (XAI in Finance) Institute of Logic, Language and Computation (CLC Lab) & Informatics Institute (SIAS Group) University of Amsterdam
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