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researcher

D. Elenius

8 papers hereh-index 433 citations11 works total

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

author position
  • middle author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • stat.ML2
  • cs.CR1
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDirect Amortized Likelihood Ratio Estimation

1 citations · 1 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.RO2024

Shrinking POMCP: A Framework for Real-Time UAV Search and Rescue

Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay +8

Efficient path optimization for drones in search and rescue operations faces challenges, including limited visibility, time constraints, and complex information gathering in urban…

cs.AI2024

Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI

Ramneet Kaur, Colin Samplawski, Adam D. Cobb +8

In this paper, we present a dynamic semantic clustering approach inspired by the Chinese Restaurant Process, aimed at addressing uncertainty in the inference of Large Language Mode…

cs.AI2024

Resource-Constrained Heuristic for Max-SAT

Brian Matejek, Daniel Elenius, Cale Gentry +2

We propose a resource-constrained heuristic for instances of Max-SAT that iteratively decomposes a larger problem into smaller subcomponents that can be solved by optimized solvers…

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