I believe one of the greatest joys in life is to discover and build new things—contributing, in however small a way, to the ongoing conversation of science.
Great are the works of the Lord;
they are pondered by all who delight in them...
(Psalm 111:2, NIV)
We use EnergyPlus™ simulations and neural networks to recommend energy efficiency retrofits across neighborhoods rather than just individual buildings.
Collaborators: Jorge Silveyra, Chetan Tiwari
I investigate when linear models fail to faithfully represent neural networks and propose the λ-score as a diagnostic; high surrogate fidelity ≠ accuracy.
Applying back-translation and neural methods to a new French idiom corpus to improve figurative language handling in multilingual MT.