🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Bernhard Schölkopf

Max Planck Institute for Intelligent Systems

ORCID: 0000-0002-8177-0925

Also affiliated with Empirical Technologies (United States), University of Tübingen

Computer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile
0Author DataRank

Indexed papers

2in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The autoPET challenge: Towards fully automated lesion segmentation in oncologic PET/CT imaging

10.21203/rs.3.rs-2572595/v1
Top 16%
1.2DataRank
Top 16%60 citations

Marcel Früh, Matthias Fabritius, Sijing Gu, Konstantin Nikolaou, Christian La Fougère +22 more

Papers

Driven by 12 papers — median percentile 84. Top paper: “A tutorial on support vector regression”.

A tutorial on support vector regression

Statistics and Computing(2004)10.1023/b:stco.0000035301.49549.88
N/A
1.4DataRank · unranked
12817 citations

Bernhard Schölkopf, Alex Smola, Alex J. Smola

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Neural Computation(1998)10.1162/089976698300017467
N/A
1.3DataRank · unranked
8045 citations

Alexander Smola, Klaus-Robert Müller, Alexander J. Smola, Klaus‐Robert Müller, Bernhard Schölkopf

Support vector machines

IEEE Intelligent Systems and their Applications(1998)10.1109/5254.708428
N/A
1.3DataRank · unranked
6824 citations

Susan T. Dumais, E. Osuna, J. Platt, Marti A. Hearst, Susan Dumais +3 more

The autoPET challenge: Towards fully automated lesion segmentation in oncologic PET/CT imaging

10.21203/rs.3.rs-2572595/v1
Top 16%
1.2DataRank
Top 16%60 citations

Marcel Früh, Matthias Fabritius, Sijing Gu, Konstantin Nikolaou, Christian La Fougère +22 more

Toward Causal Representation Learning

Proceedings of the IEEE(2021)10.1109/jproc.2021.3058954
N/A
1.0DataRank · unranked
1055 citations

Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal +2 more

Engineering support vector machine kernels that recognize translation initiation sites

Bioinformatics(2000)10.1093/bioinformatics/16.9.799
N/A
0.908DataRank · unranked
425 citations

Borislav C. Rusev, S. Mika, Bernhard Schölkopf, Thomas Lengauer, K.-R. Müller +1 more

The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles

Genome Biology(2023)10.1186/s13059-023-02915-y
N/A
0.692DataRank · unranked
17 citations

Carles B. Adsera, Jin wook Lee, Hongyang Li, Yuanfang Guan, Chun-Chieh Chang +46 more

The ENCODE Imputation Challenge: A critical assessment of methods for cross-cell type imputation of epigenomic profiles

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.07.30.502157
N/A
0.190DataRank · unranked
2 citations

Jin wook Lee, Hongyang Li, Yuanfang Guan, Chun-Chieh Chang, Jen-Chien Chang +40 more

Detecting and Identifying Selection Structure in Sequential Data

arXiv (Cornell University)(2024)10.48550/arxiv.2407.00529
N/A
0DataRank · unranked
0 citations

Zeyu Tang, Yubin Qiu, Bernhard Schölkopf, Kun Zhang, Yujia Zheng

Artificial intelligence for modelling infectious disease epidemics

Nature(2025)10.1038/s41586-024-08564-w
N/A
0DataRank · unranked
133 citations

Joseph L.-H. Tsui, Serina Chang, Spyros Lytras, Mark P. Khurana, Samantha Vanderslott +36 more

Learning Interpretable Concepts: Unifying Causal Representation Learning and Foundation Models

arXiv (Cornell University)(2024)10.48550/arxiv.2402.09236
N/A
0DataRank · unranked
2 citations

Simon Buchholz, Bryon Aragam, Bernhard Schölkopf, Pradeep Ravikumar, Goutham Rajendran

Publisher Correction: The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles

Genome Biology(2025)10.1186/s13059-025-03494-w
N/A
0DataRank · unranked
0 citations

Carles B. Adsera, Jin wook Lee, Hongyang Li, Yuanfang Guan, Chun-Chieh Chang +45 more