6 citations · 14 across the 4 of their papers we have counts for
4 papers
Discovering State Variables Hidden in Experimental Data
Boyuan Chen, Kuang Huang, Sunand Raghupathi +3
All physical laws are described as relationships between state variables that give a complete and non-redundant description of the relevant system dynamics. However, despite the pr…
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
Victor Schmidt, Alexandra Sasha Luccioni, Mélisande Teng +8
Climate change is a major threat to humanity, and the actions required to prevent its catastrophic consequences include changes in both policy-making and individual behaviour. Howe…
Beyond Categorical Label Representations for Image Classification
Boyuan Chen, Yu Li, Sunand Raghupathi +1
We find that the way we choose to represent data labels can have a profound effect on the quality of trained models. For example, training an image classifier to regress audio labe…
RealCause: Realistic Causal Inference Benchmarking
Brady Neal, Chin-Wei Huang, Sunand Raghupathi
There are many different causal effect estimators in causal inference. However, it is unclear how to choose between these estimators because there is no ground-truth for causal eff…