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Daesung Kim

4 papers hereh-index 11657 citations95 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.PR2
  • stat.ML2
same name
  • Daesung Kim — 7 papers, h 9
  • Daesung Kim — 3 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedRobust Hypergraph Clustering via Convex Relaxation of Truncated MLE

12 citations · 12 across the 4 of their papers we have counts for

collaborators

4 papers

math.PR2023

Collaboration of Random Walks on Graphs

Partha S. Dey, Daesung Kim, Grigory Terlov

Consider a collaborative dynamic of k independent random walks on a finite connected graph G. We are interested in the size of the set of vertices visited by at least one walke…

stat.ML2022

Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization

Daesung Kim, Hye Won Chung

The nonconvex formulation of the matrix completion problem has received significant attention in recent years due to its affordable complexity compared to the convex formulation. G…

math.PR2022

Sharp ℓp inequalities for discrete singular integrals on the lattice Zd

Rodrigo Bañuelos, Daesung Kim, Mateusz Kwaśnicki

This paper investigates higher dimensional versions of the longstanding conjecture verified in [Bañuelos and Kwaśnicki, Duke Math. J. (2019)] that the ℓp-norm of the discrete…

stat.ML2020★ 12 cited

Robust Hypergraph Clustering via Convex Relaxation of Truncated MLE

Jeonghwan Lee, Daesung Kim, Hye Won Chung

We study hypergraph clustering in the weighted d-uniform hypergraph stochastic block model (d\textsf{-WHSBM}), where each edge consisting of d nodes from the same community h…

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