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researcher

A. Umrawal

20 papers hereh-index 8238 citations31 works total

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

author position
  • sole author1
  • first author3
  • middle author5
  • last author11

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.SI5
  • cs.CL4
  • cs.LG4
  • cs.IR2
  • cs.AI1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedDeepFreight: Integrating Deep Reinforcement Learning and Mixed Integer Programming for Multi-transfer Truck Freight Delivery

3 citations · 6 across the 20 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.CO2022★ 1 cited

A Genetic Algorithm-based Framework for Learning Statistical Power Manifold

Abhishek K. Umrawal, Sean P. Lane, Erin P. Hennes

Statistical power is a measure of the replicability of a categorical hypothesis test. Formally, it is the probability of detecting an effect, if there is a true effect present in t…

cs.SI2022

A Community-Aware Framework for Social Influence Maximization

Abhishek K. Umrawal, Christopher J. Quinn, Vaneet Aggarwal

We consider the problem of Influence Maximization (IM), the task of selecting k seed nodes in a social network such that the expected number of nodes influenced is maximized. We…

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