tommy / data-science-papers
Papers of interest for data scientists, covering mathematics, scientific computing, optimization, statistics, etc.
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To Explain or to Predict?
(arxiv.org)
Added 3 months ago
Clarifies the distinction between explanatory and predictive modeling.
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Kademlia: A Peer-to-peer Information System Based on the XOR Metric
(scs.stanford.edu)
Added 3 months ago
A peer-to-peer system which has provable consistency and performance in a fault-prone environment.
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Finger trees: a simple general-purpose data structure
(cs.ox.ac.uk)
Added 10 months ago
We introduce 2-3 finger trees, a functional representation of persistent sequences.
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CS 586/IE 519: Combinatorial Optimization
(courses.grainger.illinois.edu)
Added 10 months ago
These notes are based on scribed lectures from the Spring 2010 edition of the course
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Added 10 months ago
A modification of the pretrained BERT network that derives semantically meaningful sentence embeddings that can be compared using cosine-similarity.
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Kindergarten allocation in Norway: An integer programming approach
(tandfonline.com)
Added 10 months ago
The authors propose two integer programming (IP) models to allocate children to kindergartens.
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The Elements of Differentiable Programming
(arxiv.org)
Added 10 months ago
This programming paradigm enables end-to-end differentiation of complex computer programs, including those with control flows and data structures.
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Distill — Latest articles about machine learning
(distill.pub)
Added 10 months ago
Articles about Machine Learning
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Added 10 months ago
Despite their massive size, successful deep artificial neural networks can exhibit a remarkably small difference between training and test performance.
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Added 1 year ago
We study the ranking of individuals, teams, or objects, based on pairwise comparisons between them, using the Bradley-Terry model.
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Created: April 26, 2025 Updated: May 9, 2026
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