VLDB 2026 Research / reviewers in the wild / expert
Robert Berke
dblp:18/467
· DBLP profile ↗
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
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Graph algorithms and graph theory
graph coloring |
0.1 | 1 | 2008 | Polychromatic colorings of plane graphs · SCG 2008 |
Graph algorithms and graph theory › graph coloring
planar graph coloring |
0.1 | 1 | 2008 | Polychromatic colorings of plane graphs · SCG 2008 |
Combinatorics and discrete mathematics › hypergraph › hypergraph coloring
polychromatic coloring |
0.1 | 1 | 2008 | Polychromatic colorings of plane graphs · SCG 2008 |
Methods — techniques the papers use, named apart from their topics
reduction · 0.1combinatorial construction · 0.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 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 GraphsabstractWe 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 graphsabstractWe 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 |
SCG | 2 |
| 2006 | Deciding Relaxed Two-Colorability - A Hardness Jump
Robert Berke, Tibor Szabó |
ESA | 1 |