Workshop

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

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

Workshop

Sat 7:35

Machine-learning, distribution shifts and extrapolation in the Earth System
Markus Reichstein

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

Poster

Wed 9:00

Neural Basis Models for Interpretability
Filip Radenovic · Abhimanyu Dubey · Dhruv Mahajan

Poster

Wed 14:00

Scalable Interpretability via Polynomials
Abhimanyu Dubey · Filip Radenovic · Dhruv Mahajan

Poster

Wed 9:00

On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
Dennis Wei · Rahul Nair · Amit Dhurandhar · Kush Varshney · Elizabeth Daly · Moninder Singh

Workshop

Is Attention Interpretation? A Quantitative Assessment On Sets
Jonathan D. Haab · Nicolas Deutschmann · Maria Rodriguez Martinez

Workshop

MAFEA: Multimodal Attribution Framework for Embodied AI
Vidhi Jain · Jayant Sravan Tamarapalli · Sahiti Yerramilli · Yonatan Bisk

Poster

Tue 14:00

Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
Paul Novello · Thomas FEL · David Vigouroux