Kevin Slote

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Research Associate Clarkson Center for Complex Systems Science
Ph.D. Georgia State University
Generative AI: Transformers, LLMs, Agentic AI.
Math: computational topology, dynamical systems, causal models.


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Recent Media

siam.org ยท SIAM NewsOptimal Causation Entropy for the Next GenerationAn overview of optimal causation entropy (oCSE) โ€” an information-theoretic method for inferring causal networks from time series data, distinguishing direct from indirect influences.Open article โ†’

siam.org ยท SIAM NewsCausal Effects of Media and Twitter Advocacy on Firearm PurchasesA causal inference study using the PCMCI+ framework examines how media coverage and the social media activity of advocacy groups influence short-term firearm acquisition in the United States from 2012 to 2020.Open article โ†’

Projects


Causation Entropy Library Documentation </br>


Matrix Theory: Field of Values/Numerical Range

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Morris-Lecar Neuronal Model


Bayesian T-Testing

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Brownian Bridges

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Finite Potential Wells


Redheffer Matrix


Quantum Support Vector Machines

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Brains and Behaviour Epilepsy Presentation </br>


Groupoid Reinforcement Learning

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Publications

How advocacy groups on Twitter and media coverage can drive US firearm acquisition: A causal study Kevin Slote, K Daley, R Succar, R Barak Ventura, M Porfiri, I Belykh PNAS nexus 4 (6), pgaf195 PNAS Nexus

Online Performance Estimation with Unlabeled Data: A Bayesian Application of the Hui-Walter Paradigm Kevin Slote, Elaine Lee Lecture Notes in Networks and Systems 1285, 529-553 Open Access

Patents

Systems and Methods for Attacks, Countermeasures, Archiving, Data Leak Prevention, and Other Novel Services for Active Messages ** Patent Pending

Presentations

Posters

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