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researcher

Matthew Staib

6 papers hereh-index 7653 citations12 works total

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

author position
  • first author5
  • middle author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cond-mat.mtrl-sci1

identity via Semantic Scholar / OpenAlex

activity
20172019
most citedEscaping Saddle Points with Adaptive Gradient Methods

22 citations · 78 across the 5 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.LG2017★ 22 cited

Parallel Streaming Wasserstein Barycenters

Matthew Staib, Sebastian Claici, Justin Solomon +1

Efficiently aggregating data from different sources is a challenging problem, particularly when samples from each source are distributed differently. These differences can be inher…

cs.LG2017

Robust Budget Allocation via Continuous Submodular Functions

Matthew Staib, Stefanie Jegelka

The optimal allocation of resources for maximizing influence, spread of information or coverage, has gained attention in the past years, in particular in machine learning and data…

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