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Machine-learned climate model corrections from a global storm-resolving model
Anna Kwa
Affinity Workshop
Accurate Machine-Learning-Based classification of Leukemia from Blood Smear Images
Simon Mekit · Kokeb Dese Gebremeskel
A hybrid Reduced Basis and Machine-Learning algorithm for building Surrogate Models: a first application to electromagnetism
Alejandro Ribes · Ruben Persicot · Lucas Meyer · Jean-Pierre Ducreux
Sat 7:35 Machine-learning, distribution shifts and extrapolation in the Earth System
Markus Reichstein
Tue 9:00 A composable machine-learning approach for steady-state simulations on high-resolution grids
Rishikesh Ranade · Chris Hill · Lalit Ghule · Jay Pathak
Robustifying machine-learned algorithms for efficient grid operation
Nicolas Christianson · Christopher Yeh · Tongxin Li · Mahdi Torabi Rad · Azarang Golmohammadi · Adam Wierman
Modulus: An Open Modular Design for Interoperable and Reusable Machine Learning
Salvatore Vivona
Fri 7:15 Workshop on Machine Learning for Creativity and Design
Tom White · Yingtao Tian · Lia Coleman · Samaneh Azadi
Fri 8:50 A Data-efficient Multiobjective Machine Learning Method For 3D-printed Architected Materials Design
Bo Peng · Ye Wei · Yu Qin · Jiabao Dai · Liuliu Han · Yue Li · Peng Wen
Learning from Data through Human-Machine Collaboration
Sara Pido · Pietro Crovari · Pietro Pinoli
Thu 14:00 First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
Siddharth Reddy · Sergey Levine · Anca Dragan
Efficient Automatic Machine Learning via Design Graphs
Shirley Wu · Jiaxuan You · Jure Leskovec · Rex Ying