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Machine-learned climate model corrections from a global storm-resolving model
Anna Kwa
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
Affinity Workshop
Accurate Machine-Learning-Based classification of Leukemia from Blood Smear Images
Simon Mekit · Kokeb Dese Gebremeskel
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
Nonnegative Tensor Completion via Integer Optimization
Caleb Bugg · Chen Chen · Anil Aswani
Sat 6:55 OPT 2022: Optimization for Machine Learning
Courtney Paquette · Sebastian Stich · Quanquan Gu · Cristóbal Guzmán · John Duchi
Fri 9:30 Let’s Give Domain Experts a Choice by Creating Many Approximately-Optimal Machine Learning Models
Cynthia Rudin
Expo Talk Panel
Mon 8:30 Machine Learning and Optimization for Automated Trading at HRT
Miles Lubin · Marc Khoury
Tue 14:00 A Deep Reinforcement Learning Framework for Column Generation
Cheng Chi · Amine Aboussalah · Elias Khalil · Juyoung Wang · Zoha Sherkat-Masoumi
Learning from Data through Human-Machine Collaboration
Sara Pido · Pietro Crovari · Pietro Pinoli