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Dhamma Kimpara

9 papers hereh-index 4255 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • physics.ao-ph3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedEvidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications

26 citations · 29 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.AI2024★ 3 cited

Community Research Earth Digital Intelligence Twin (CREDIT)

John Schreck, Yingkai Sha, William Chapman +7

Recent advancements in artificial intelligence (AI) for numerical weather prediction (NWP) have significantly transformed atmospheric modeling. AI NWP models outperform traditional…

cs.LG2024

Trading off Consistency and Dimensionality of Convex Surrogates for the Mode

Enrique Nueve, Bo Waggoner, Dhamma Kimpara +1

In multiclass classification over n outcomes, the outcomes must be embedded into the reals with dimension at least n−1 in order to design a consistent surrogate loss that leads…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.