🔬 Research Summary by Imke Grabe, a PhD student at the IT University of Copenhagen, Denmark, where she researches co-creative applications of generative AI. [Original paper by Imke Grabe, Miguel González-Duque, … [Read more...] about Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications
Technical Methods
Responsible Design Patterns for Machine Learning Pipelines
🔬 Research Summary by Saud Alharbi, a principal AI Engineer at CertKOR AI, and is pursuing a Ph.D. in Computer Engineering at Polytechnique Montreal. [Original paper by Saud Alharbi, Lionel Tidjon, and Foutse … [Read more...] about Responsible Design Patterns for Machine Learning Pipelines
Scientists’ Perspectives on the Potential for Generative AI in their Fields
🔬 Research Summary by Meredith Ringel Morris, Director of Human-AI Interaction Research at Google DeepMind; she is also an Affiliate Professor at the University of Washington, and is an ACM Fellow and member of the ACM … [Read more...] about Scientists’ Perspectives on the Potential for Generative AI in their Fields
Transferring Fairness under Distribution Shifts via Fair Consistency Regularization
🔬 Research Summary by Bang An, a Ph.D. student at the University of Maryland, College Park, specializing in trustworthy machine learning. [Original paper by Bang An, Zora Che, Mucong Ding, and Furong … [Read more...] about Transferring Fairness under Distribution Shifts via Fair Consistency Regularization
Towards Environmentally Equitable AI via Geographical Load Balancing
🔬 Research Summary by Pengfei Li and Shaolei Ren Pengfei Li is a Ph.D. candidate in computer science and engineering at the University of California, Riverside. Shaolei Ren is an associate professor in … [Read more...] about Towards Environmentally Equitable AI via Geographical Load Balancing