researcher

Dimitris Papailiopoulos

University of Wisconsin-Madison

68 papers hereh-index 4010.2k citations104 works total

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

author position

sole author2
first author8
middle author33
last author24

Across the 67 of 68 papers where every author was matched, so the position is known.

fields

cs.LG34
cs.IT14
stat.ML11
cs.CL3
cs.DC3
cs.DS2

affiliations

University of Wisconsin-Madison

Homepage

same name

Dimitris Papailiopoulos — 18 papers, h 8
Dimitris Papailiopoulos — 1 paper

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

20102026

most citedSpeeding Up Distributed Machine Learning Using Codes

885 citations · 2.1k across the 60 of their papers we have counts for

collaborators

Showing 2014Show all

2 papers · 1 filter

cs.DS2014

Provable Deterministic Leverage Score Sampling

Dimitris Papailiopoulos, Anastasios Kyrillidis, Christos Boutsidis

We explain theoretically a curious empirical phenomenon: "Approximating a matrix by deterministically selecting a subset of its columns with the corresponding largest leverage scor…

cs.IT2014

Locality and Availability in Distributed Storage

Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis +1

This paper studies the problem of code symbol availability: a code symbol is said to have $(r, t)$ -availability if it can be reconstructed from $t$ disjoint groups of other symbols…