NF
Nic Fishman
cs.LGstat.MLAmerican Politicsartificial intelligencebiological dynamicsBiomedical ResearchCitiesclosed-loop discoverycounterfactual predictioncs.CY
On Valency
published · living versionsW_r98kgkse·v1 · currentpublished
Learning developmental dynamics from lineage context
with Gokul Gowri, William N. Colgan, Minming Wang, Yusuke Kijima +8
1 version
Preprints & journals
13 papers in the corpus · 2019–2026World models for biomedicine.42753693 · Noori, Ayush, Fishman, Nic, Fang, Ada et al.2026 · 0 citationsCell. 2026;189(19):5845-5869
Count Bridges enable Modeling and Deconvolving Transcriptomic Data2603.04730v1 · Nic Fishman, Gokul Gowri, Tanush Kumar et al.2026 · 0 citationsarXiv
Distribution-Conditioned Transport2603.04736v2 · Nic Fishman, Gokul Gowri, Paolo L. B. Fischer et al.2026 · 0 citationsarXiv
Generative Distribution Embeddings: Lifting autoencoders to the space of distributions for multiscale representation learning.41757281 · Fishman, Nic, Gowri, Gokul, Yin, Peng et al.2026 · 0 citationsArXiv. 2026
A Replication Framework for Observational Research: From Specification Restriction to Specification Expansion6ehrw_v2 · Jonathan Ben-Menachem, Ari Galper, Nic Fishman2025 · 0 citationsSocArXiv
Partisan disparities in the funding of science in the United States.40966352 · Furnas, Alexander C, Fishman, Nic, Rosenstiel, Leah et al.2025 · 5 citationsScience (New York, N.Y.). 2025;389(6766):1195-1200
Generative Distribution Embeddings: Lifting autoencoders to the space of distributions for multiscale representation learning2505.18150v2 · Nic Fishman, Gokul Gowri, Peng Yin et al.2025 · 0 citationsarXiv
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning2410.09600v2 · Jake Fawkes, Nic Fishman, Mel Andrews et al.2024 · 3 citationsarXiv
Human mobility networks reveal increased segregation in large cities.38030732 · Nilforoshan, Hamed, Looi, Wenli, Pierson, Emma et al.2024 · 164 citationsNature. 2023;624(7992):586-592
Metropolis Sampling for Constrained Diffusion Models2307.05439v2 · Nic Fishman, Leo Klarner, Emile Mathieu et al.2023 · 3 citationsarXiv
Diffusion Models for Constrained Domains2304.05364v2 · Nic Fishman, Leo Klarner, Valentin De Bortoli et al.2023 · 6 citationsarXiv
Should attention be all we need? The epistemic and ethical implications of unification in machine learning2205.08377v1 · Nic Fishman, Leif Hancox-Li2022 · 7 citationsarXiv
Change We Can Believe In: Structural and Content Dynamics within Belief Networks6r3ym_v1 · Nic Fishman, Nicholas T. Davis2019 · 35 citationsSocArXiv
Career total: 17 works. 13 are in this corpus.
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