Posts
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Managing High Technical Talent in Machine Learning and Engineering
Practical leadership patterns for high-performing ML and engineering teams.
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Using PySpark and Pandas UDFs to Train Scikit-Learn Models Distributedly
A practical pattern for distributed model training by group in Spark.
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Mining for Viral Expression in Human Cancer
Notes on large-scale genomic analysis linking viral expression and cancer.
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Moving Matters - Ethnocentric Behavior Decreases When Societal Mobility Rises
A short note on the UMD press release for our work on mobility and ethnocentrism.
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Evolutionary Graph Theory and Community Detection in Networks
Notes on collaborative work in evolutionary graph analytics and geo-spatial community detection.
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Evolution of Third Party Punishment - Publication and Media Coverage
Notes on the Royal Society B paper, its central question, and the media coverage it attracted.
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Seminar Talk on Evolution of Cultural Differences
Seminar announcement and abstract for a talk on evolutionary models of cross-cultural differences.
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Social/Cultural Modeling Through Computational and Evolutionary Game Theoretic Models - What Is It?
A high-level introduction to using computational and evolutionary game theoretic models to study behavior and culture.
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Defended my PhD Thesis - Evolutionary game theoretic modeling of decision making and culture
Thesis defense announcement and abstract on evolutionary game-theoretic models of behavior.
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Automatic Music Similarity Retrieval and Computer Music
Notes on early work in content-based music similarity retrieval and automated composition.