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Title Deep Learning for Market Design: Fairness, Robustness, and Expressiveness John Dickerson, Assistant Professor of Computer Science, University of Maryland; Chief Scientist, Arthur AI AbstractThe design of revenue-maximizing auctions with strong […]
Thoughts and Efforts on AI Meeting Production Abstract: Machine Learning systems for complex tasks - such as controlling industrial manufacturing processes in real-time; or writing medical imaging case reports […]
Zoom ID: https://cuboulder.zoom.us/j/2251625831 Password: i-aim Margaret Murnane, CU Boulder "Extracting the Structural, Mechanical, and Transport Properties of Nanostructured Materials" Abstract: TBA About the Speaker: TBA
Title: A modern take on Huber regression Abstract: In the first part of the talk, we discuss the use of a penalized Huber M-estimator for high-dimensional linear regression. We explain […]
Zoom ID: https://cuboulder.zoom.us/j/2251625831 Password: i-aim Markus Buehler, MIT "Bioinspired AI for Hierarchical Material Design: Modeling, Design, and Manufacturing" Abstract: TBA About the Speaker: TBA
Title: Causal Effect Inference: A Machine Learning Approach Abstract A major challenge in the domain of healthcare is ascertaining whether a given treatment influences or determines an outcome—for instance, whether […]
Or Cohen, Lyft Machine Learning for Spatio-Temporal Problems May 3, 2021, 5pm: Join Zoom Meeting https://ucsd.zoom.us/j/95036249217?pwd=a2kwSFg2ZXMvc21yMHZLRVR2c0pqUT09 Abstract: Machine learning is used widely at Lyft. A few examples include predicting […]
Title: Unavoidable Tensions in Explaining Algorithmic Decisions Abstract: Recent developments in methods for explaining the decisions of machine learning models have been widely embraced for their ability to provide transparency […]