Robert Berke

dblp:18/467 · DBLP profile ↗
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5ranked-venue papers
1as first author
2since 2021 · last 2025
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Graphics, computer vision, multimedia, augmented reality and games · 3 · 2 since 2021Theory of computation · 2 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 2 · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
1 paper
Graph algorithms and graph theory · 67% Combinatorics and discrete mathematics · 33%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Graph algorithms and graph theory
graph coloring
0.112008
Polychromatic colorings of plane graphs · SCG 2008
Graph algorithms and graph theory › graph coloring
planar graph coloring
0.112008
Polychromatic colorings of plane graphs · SCG 2008
Combinatorics and discrete mathematics › hypergraph › hypergraph coloring
polychromatic coloring
0.112008
Polychromatic colorings of plane graphs · SCG 2008

Methods — techniques the papers use, named apart from their topics

reduction · 0.1combinatorial construction · 0.1
YearPublicationVenuePosition
2025 Training State-of-the-Art Pathology Foundation Models with Orders of Magnitude Less Data
Mikhail Karasikov, Joost van Doorn, Nicolas Känzig, Melis Erdal Cesur, Hugo M. Horlings, Robert Berke, Juan Sebastian Otálora Montenegro
MICCAI (8)6
2025 On the Interplay of Human-AI Alignment, Fairness, and Performance Trade-Offs in Medical Imaging
Haozhe Luo, Shelley Zixin Shu, Aurélie Pahud de Mortanges, Robert Berke, Mauricio Reyes 0001
MICCAI (14)5
2009 Polychromatic Colorings of Plane Graphs
abstract
We show that the vertices of any plane graph in which every face is incident to at least g vertices can be colored by ⌊(3g−5)/4⌋ colors so that every color appears in every face. This is nearly tight, as there are plane graphs where all faces are incident to at least g vertices and that admit no vertex coloring of this type with more than ⌊(3g+1)/4⌋ colors. We further show that the problem of determining whether a plane graph admits a vertex coloring by k colors in which all colors appear in every face is in ℘ for k=2 and is $\mathcal{NP}$ -complete for k=3,4. We refine this result for polychromatic 3-colorings restricted to 2-connected graphs which have face sizes from a prescribed (possibly infinite) set of integers. Thereby we find an almost complete characterization of these sets of integers (face sizes) for which the corresponding decision problem is in ℘, and for the others it is $\mathcal{NP}$ -complete.
Noga Alon, Robert Berke, Kevin Buchin, Maike Buchin, Péter Csorba, Saswata Shannigrahi, Bettina Speckmann, Philipp Zumstein
Discret. Comput. Geom.2
2008 Polychromatic colorings of plane graphs
abstract
We show that the vertices of any plane graph in which every face is of size at least g can be colored by (3g Àý 5)=4 colors so that every color appears in every face. This is nearly tight, as there are plane graphs that admit no vertex coloring of this type with more than (3g+1)=4 colors. We further show that the problem of determining whether a plane graph admits a vertex coloring by 3 colors in which all colors appear in every face is NP-complete even for graphs in which all faces are of size 3 or 4 only. If all faces are of size 3 this can be decided in polynomial time.
Noga Alon, Robert Berke, Kevin Buchin, Maike Buchin, Péter Csorba, Saswata Shannigrahi, Bettina Speckmann, Philipp Zumstein
SCG2
2006 Deciding Relaxed Two-Colorability - A Hardness Jump
Robert Berke, Tibor Szabó
ESA1