16 citations · 16 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Modeling with Categorical Features via Exact Fusion and Sparsity Regularisation
Kayhan Behdin, Riade Benbaki, Peter Radchenko +1
We study the high-dimensional linear regression problem with categorical predictors that have many levels. We propose a new estimation approach, which performs model compression vi…
q-bio.QM2025
Unleashing the power of computational insights in revealing the complexity of biological systems in the new era of spatial multi-omics
Zhiwei Fan, Tiangang Wang, Kexin Huang +2
Recent advances in spatial omics technologies have revolutionized our ability to study biological systems with unprecedented resolution. By preserving the spatial context of molecu…
cs.AI2024★ 16 cited
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
Yusuf Roohani, Andrew Lee, Qian Huang +6
Agents based on large language models have shown great potential in accelerating scientific discovery by leveraging their rich background knowledge and reasoning capabilities. In t…