🔬 Research Summary by Joao Fonseca, Andrew Bell, Carlo Abrate, and Julia Stoyanovich. Joao Fonseca is an invited assistant professor at Nova Information Management School in Lisbon, Portugal, and researches … [Read more...] about Setting the Right Expectations: Algorithmic Recourse Over Time
Special Topics
Unpacking Human-AI interaction (HAII) in safety-critical industries
🔬 Research Summary by Tita Alissa Bach, Ph.D., is a Principal Researcher at the Digital Transformation research team at DNV, Norway, focusing on Human Factors in AI in safety-critical industries [Original paper … [Read more...] about Unpacking Human-AI interaction (HAII) in safety-critical industries
Should you make your decisions on a WhIM? Data-driven decision-making using a What-If Machine for Evaluation of Hypothetical Scenarios
🔬 Research Summary by Jessica Echterhoff, a Ph.D. candidate in computer science at the University of California in San Diego. Her research focuses on human-data-centric artificial intelligence. [Original paper by … [Read more...] about Should you make your decisions on a WhIM? Data-driven decision-making using a What-If Machine for Evaluation of Hypothetical Scenarios
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress
🔬 Research Summary by Fraser Mince, an independent machine learning researcher and a Senior Software Engineer at Waymark. [Original paper by Fraser Mince, Dzung Dinh, Jonas Kgomo, Neil Thompson, and Sara … [Read more...] about The Grand Illusion: The Myth of Software Portability and Implications for ML Progress
A Machine Learning Challenge or a Computer Security Problem?
🔬 Research Summary by Ilia Shumailov, a Ph.D. in Computer Science from the University of Cambridge, specializing in Machine Learning and Computer Security. During the PhD under the supervision of Prof Ross Anderson, Ilia … [Read more...] about A Machine Learning Challenge or a Computer Security Problem?