David Antony Selby

20 papers A* 2Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking Missing Data Imputation Methods in Socioeconomic Surveys.
Trans. Mach. Learn. Res.
Siyi Sun, David Antony Selby, Yunchuan Huang, Ayush Patnaik, Sebastian Josef Vollmer, Seth R. Flaxman, Anisoara Calinescu
2026 J jnl
Linear-LLM-SCM: Benchmarking LLMs for Coefficient Elicitation in Linear-Gaussian Causal Models.
CoRR
Kanta Yamaoka, Sumantrak Mukherjee, Thomas Gärtner, David Antony Selby, Stefan Konigorski, Eyke Hüllermeier, Viktor Bengs, Sebastian Josef Vollmer
2025 J jnl
Automated Visualization Makeovers with LLMs.
CoRR
Siddharth Gangwar, David Antony Selby, Sebastian J. Vollmer
2025 J jnl
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation.
CoRR
Yujing Ke, Kevin George, Kathan Pandya, David Blumenthal, Maximilian Sprang, Gerrit Großmann, Sebastian J. Vollmer, David Antony Selby
2025 J jnl
CleanSurvival: Automated data preprocessing for time-to-event models using reinforcement learning.
CoRR
Yousef Koka, David Antony Selby, Gerrit Großmann, Sebastian J. Vollmer
2025 — conf
Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory Using Consumer Wearables.
AHs
Peter Neigel, David Antony Selby, Shota Arai, Benjamin Tag, Niels van Berkel, Sebastian J. Vollmer, Andrew Vargo, Koichi Kise
2025 J jnl
Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory using Consumer Wearables.
CoRR
Peter Neigel, David Antony Selby, Shota Arai, Benjamin Tag, Niels van Berkel, Sebastian J. Vollmer, Andrew Vargo, Koichi Kise
2025 J jnl
Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences.
CoRR
Selina Heller, Mohamed Ibrahim, David Antony Selby, Sebastian J. Vollmer
2025 J jnl
How many patients could we save with LLM priors?
CoRR
Shota Arai, David Antony Selby, Andrew Vargo, Sebastian J. Vollmer
2025 J jnl
IMAGIC-500: IMputation benchmark on A Generative Imaginary Country (500k samples).
CoRR
Siyi Sun, David Antony Selby, Yunchuan Huang, Sebastian J. Vollmer, Seth R. Flaxman, Anisoara Calinescu
2025 J jnl
MEDAKA: Construction of Biomedical Knowledge Graphs Using Large Language Models.
CoRR
Asmita Sengupta, David Antony Selby, Sebastian Josef Vollmer, Gerrit Großmann
2025 J jnl
Neural Spatiotemporal Point Processes: Trends and Challenges.
CoRR
Sumantrak Mukherjee, Mouad Elhamdi, George Mohler, David Antony Selby, Yao Xie, Sebastian J. Vollmer, Gerrit Grossmann
2025 J jnl
Neural Spatiotemporal Point Processes: Trends and Challenges.
Trans. Mach. Learn. Res.
Sumantrak Mukherjee, Mouad Elhamdi, George Mohler, David Antony Selby, Yao Xie, Sebastian Josef Vollmer, Gerrit Großmann
2025 A* conf
Rethinking Cancer Gene Identification Through Graph Anomaly Analysis.
AAAI
Yilong Zang, Lingfei Ren, Yue Li, Zhikang Wang, David Antony Selby, Zheng Wang, Sebastian Josef Vollmer, Hongzhi Yin, Jiangning Song, Junhang Wu
2025 J jnl
The Power of Stories: Narrative Priming Shapes How LLM Agents Collaborate and Compete.
CoRR
Gerrit Großmann, Larisa Ivanova, Sai Leela Poduru, Mohaddeseh Tabrizian, Islam Mesabah, David Antony Selby, Sebastian J. Vollmer
2025 J jnl
Visible neural networks for multi-omics integration: a critical review.
Frontiers Artif. Intell.
David Antony Selby, Rashika Jakhmola, Maximilian Sprang, Gerrit Großmann, Hind Raki, Niloofar Maani, Daria Pavliuk, Jan Ewald, Sebastian J. Vollmer
2025 A* conf
X-Hacking: The Threat of Misguided AutoML.
ICML
Rahul Sharma, Sumantrak Mukherjee, Andrea Sipka, Eyke Hüllermeier, Sebastian Josef Vollmer, Sergey Redyuk, David Antony Selby
2024 J jnl
Quantitative knowledge retrieval from large language models.
CoRR
David Antony Selby, Kai Spriestersbach, Yuichiro Iwashita, Dennis Bappert, Archana Warrier, Sumantrak Mukherjee, Muhammad Nabeel Asim, Koichi Kise, Sebastian J. Vollmer
2024 J jnl
Rethinking Cancer Gene Identification through Graph Anomaly Analysis.
CoRR
Yilong Zang, Lingfei Ren, Yue Li, Zhikang Wang, David Antony Selby, Zheng Wang, Sebastian J. Vollmer, Hongzhi Yin, Jiangning Song, Junhang Wu
2024 J jnl
X Hacking: The Threat of Misguided AutoML.
CoRR
Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian J. Vollmer, David Antony Selby