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researcher

V. Farias

20 papers hereh-index 263.3k citations74 works total

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

author position
  • first author12
  • middle author4
  • last author4

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

fields
  • cs.LG5
  • stat.ME4
  • stat.ML4
  • math.OC3
  • cs.AI1
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedAssortment Optimization Under General Choice

20 citations · 73 across the 19 of their papers we have counts for

collaborators
Showing 2008Show all

2 papers · 1 filter

math.OC2008★ 4 cited

Irrevocable Multi-Armed Bandit Policies

Vivek Farias, Ritesh Madan

This paper considers the multi-armed bandit problem with multiple simultaneous arm pulls. We develop a new `irrevocable' heuristic for this problem. In particular, we do not allow…

math.OC2008

Stochastic Depletion Problems: Effective Myopic Policies for a class of Dynamic Optimization Problems

Carri W. Chan, Vivek F. Farias

This paper presents a general class of dynamic stochastic optimization problems we refer to as Stochastic Depletion Problems. A number of challenging dynamic optimization problems…

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