Workshop

Machine-learned climate model corrections from a global storm-resolving model
Anna Kwa

Workshop

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

Workshop

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

Poster

Tue 9:00

A composable machine-learning approach for steady-state simulations on high-resolution grids
Rishikesh Ranade · Chris Hill · Lalit Ghule · Jay Pathak

Workshop

Robustifying machine-learned algorithms for efficient grid operation
Nicolas Christianson · Christopher Yeh · Tongxin Li · Mahdi Torabi Rad · Azarang Golmohammadi · Adam Wierman

Workshop

Learning from Data through Human-Machine Collaboration
Sara Pido · Pietro Crovari · Pietro Pinoli

Poster

Thu 14:00

First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
Siddharth Reddy · Sergey Levine · Anca Dragan

Workshop

Associative memory via covariance-learning predictive coding networks
Mufeng Tang · Tommaso Salvatori · Yuhang Song · Beren Millidge · Thomas Lukasiewicz · Rafal Bogacz

Poster

Thu 14:00

Using natural language and program abstractions to instill human inductive biases in machines
Sreejan Kumar · Carlos G. Correa · Ishita Dasgupta · Raja Marjieh · Michael Y Hu · Robert Hawkins · Jonathan D Cohen · nathaniel daw · Karthik Narasimhan · Tom Griffiths

Poster

Thu 14:00

Nonlinear MCMC for Bayesian Machine Learning
James Vuckovic

Workshop

Fri 9:09

Don't Waste Data: Transfer Learning to Leverage All Data for Machine-Learnt Climate Model Emulation
Raghul Parthipan · Damon Wischik