In one sentence
The work was published in the International Journal of Artificial Intelligence & Applications.
01 · The problem
Why this mattered
Deep ensembles are valuable for uncertainty estimation, but independently training every model is expensive and redundant.
02 · My work
From idea to system
With Advait Chandorkar, I developed Divergent Ensemble Networks: a common representation with independent branches designed to preserve useful disagreement.
03 · The result
What moved
The work was published in the International Journal of Artificial Intelligence & Applications.
- PyTorch
- Uncertainty
- Ensemble learning
- Research