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S. Pokutta

131 papers hereh-index 303.8k citations274 works total

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

author position
  • sole author5
  • first author3
  • middle author32
  • last author90

Across the 130 of 131 papers where every author was matched, so the position is known.

fields
  • math.OC59
  • cs.LG28
  • quant-ph6
  • cs.HC5
  • cs.CL4
  • math.CO4

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedReinforcement Learning under Model Mismatch

11 citations · 48 across the 90 of their papers we have counts for

collaborators
Showing cs.DSShow all

3 papers · 1 filter

cs.DS2026

Bounded-Support Additive Latin Transversals

Antoine Deza, Yan Gerard, Yijun Ma +1

We consider the following additive Latin transversal problem. Given a multiset A=(a1​,…,ak​) of elements of Zm​ and a set B⊆Zm​ of cardinality k…

cs.DS2020★ 3 cited

On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness

Alfredo Torrico, Mohit Singh, Sebastian Pokutta

Submodular maximization has been widely studied over the past decades, mostly because of its numerous applications in real-world problems. It is well known that the standard greedy…

cs.DS2018

Efficient algorithms for robust submodular maximization under matroid constraints

Sebastian Pokutta, Mohit Singh, Alfredo Torrico

In this work, we consider robust submodular maximization with matroid constraints. We give an efficient bi-criteria approximation algorithm that outputs a small family of feasible…

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