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cv/cv.bib

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@article{he2025information,
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title={An Information Theoretic Perspective on Agentic System Design},
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author={He, Shizhe and Narayan, Avanika and Khare, Ishan S and Linderman, Scott W and R{\'e}, Christopher and Biderman, Dan},
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journal={arXiv preprint arXiv:2512.21720},
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year={2025},
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arxiv={https://arxiv.org/abs/2512.21720}
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}
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@article{nair2025neural,
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title={The neural computation of affective internal states in the hypothalamus: A dynamical systems perspective},
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author={Nair, Aditya and Vinograd, Amit and Liu, Mengyu and Mountoufaris, George and Linderman, Scott W and Anderson, David J},
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publisher={Elsevier},
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link={https://www.cell.com/neuron/fulltext/S0896-6273(25)00850-5}
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}
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@article {bedbrook2025lifelong,
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author = {Bedbrook, Claire N. and Nath, Ravi D. and Zhang, Libby and Linderman, Scott W. and Brunet, Anne and Deisseroth, Karl},
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title = {Life-long behavioral screen reveals an architecture of vertebrate aging},
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elocation-id = {2025.11.21.688112},
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year = {2025},
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doi = {10.1101/2025.11.21.688112},
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publisher = {Cold Spring Harbor Laboratory},
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biorxiv = {https://www.biorxiv.org/content/early/2025/11/24/2025.11.21.688112},
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journal = {bioRxiv}
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}
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@article{gonzalez2025unifying,
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title={A Unifying Framework for Parallelizing Sequential Models with Linear Dynamical Systems},
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author={Xavier Gonzalez and E. Kelly Buchanan and Hyun Dong Lee and Jerry Weihong Liu and Ke Alexander Wang and David M. Zoltowski and Christopher Ré and Scott W. Linderman},
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year={2025},
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eprint={2509.21716},
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journal={arXiv preprint arXiv:2509.21716},
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primaryClass={cs.LG},
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arxiv={https://arxiv.org/abs/2509.21716},
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arxiv={https://arxiv.org/abs/2509.21716},
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code={https://github.com/lindermanlab/parallelizing_with_lds},
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}
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@misc{beller2025multimodal,
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author={Yiqi Jiang and Kaiwen Sheng and Yujia Gao and E. Kelly Buchanan and Yu Shikano and Seung Je Woo and Yixiu Zhao and Tony Hyun Kim and Fatih Dinc and Scott W. Linderman and Mark Schnitzer},
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journal={Advances in Neural Information Processing Systems (NeurIPS)},
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year={2025},
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biorxiv={https://www.biorxiv.org/content/10.1101/2025.11.11.686428v1.full},
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link={https://openreview.net/forum?id=uvTea5Rfek},
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code={https://github.com/schnitzer-lab/CANDY-public},
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award={Selected for Spotlight Presentation}
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}
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}
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@article{bedbrook2025lifelong,
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title={Life-long behavioral monitoring reveals dynamics that forecast lifespan and discrete transitions defining an architecture of aging},
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author={Bedbrook, Claire and Nath, Ravi and Zhang, Elizabeth and Linderman, Scott W. and Brunet, Anne and Deisseroth, Karl},
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year={2025},
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comment={(Under review.)}
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}
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@article{linderman2025dynamax,
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author={Linderman, Scott W. and Chang, Peter and Harper-Donnelly, Giles and Kara, Aleyna and Li, Xinglong and Duran-Martin, Gerardo and Murphy, Kevin},

cv/cv.pdf

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cv/cv.tex

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\begin{outerlist}
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\item \bibentry{gonzalez2025unifying}. \textit{In press at TMLR}.
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\item \bibentry{beller2025multimodal}. \textit{In submission to PNAS}.
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\item \bibentry{nair2025representation}. \textit{Under review at Annual Reviews of Neuroscience}.
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% \item \bibentry{nair2025representation}. \textit{Under review at Annual Reviews of Neuroscience}.
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\item \bibentry{xiao2025concerted}. \textit{Under review at Nature.}
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% \item \bibentry{lee2025stiefel}. \textit{In preparation.}
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\item \bibentry{linderman2025bayesian}. \textit{Under review at TMLR.}
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\item \bibentry{versteeg2025computation}. \textit{Under review at PLoS CB.}
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\item \bibentry{weinreb2025spontaneous}. \textit{In revision at Neuron.}
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\item \bibentry{weinreb2025spontaneous}. \textit{Accepted at Neuron.}
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% \item \bibentry{levy2025natural}.
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\item \bibentry{bedbrook2025lifelong}. \textit{In second revision at Science.}
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\item \bibentry{bedbrook2025lifelong}. \textit{Accepted at Science.}
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\item \bibentry{friedmann2024concerted}. \textit{In revision at Nature Neuroscience.}
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\item \bibentry{kendrick2024transcriptomically}.
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\end{outerlist}

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