Rex Douglass

@RexDouglass

Director of the Machine Learning for Social Science Lab (MSSL), Center for Peace and Security Studies, University of California San Diego

rexdouglass.com
Vrijeme pridruživanja: rujan 2013.
98 fotografija ili videozapisa Fotografije i videozapisi

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    prije 3 sata

    Extra analysis of what is in the release by here:

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    Knowledge Graph Embedding for Link Prediction: A Comparative Analysis.

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    prije 19 sati

    Excited to release the Kensho Derived Wikimedia Dataset (KDWD) for NLP! English corpus annotated with page and knowledge graph links (2.3B tokens, 5.3M pages, 51M nodes, 120M edges). read more at

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    prije 11 sati

    Original Article: People who use alternative therapies are more likely to refuse conventional treatments. As a result, they have lower survival rates. (N = 1,901,815) Note that the researchers controlled for cancer type, clinical stage, comorbidities, etc.

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    prije 3 sata

    A Tutorial on Learning With Bayesian Networks. (arXiv:2002.00269v1 [cs.LG])

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    prije 4 sata

    Analytic Study of Double Descent in Binary Classification: The Impact of Loss.

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    prije 4 sata

    Proving the Lottery Ticket Hypothesis: Pruning is All You Need.

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    prije 6 sati

    Variational Item Response Theory: Fast, Accurate, and Expressive.

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  10. prije 5 sati

    Clustering with Deep Learning: Taxonomy and New Methods

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    Hierarchically Clustered Representation Learning

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    prije 8 sati

    A Survey on Knowledge Graphs: Representation, Acquisition and Applications

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  13. prije 11 sati

    I've been framing this as curiosity. Very few people, much less institutions, are genuinely curious about Truth. They're instead satisficing some other unknown objective, which you usually only learn through costly direct experience.

    Does actual knowledge even matter in the "real world"?
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    3. velj

    “Whenever we conduct statistical analyses, we make assumptions. Arguably the most common assumption of all, however, is barely mentioned: we assume the measurement we get is exactly the same as whatever we are trying to measure”

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    prije 19 sati

    My Reading Notes of Books on How to Write a Doctoral Dissertation/How to Conduct PhD Research I bought & read >12 books on "how to PhD" to become a better PhD advisor & help my doctoral students finish on time and sane. These are my notes of each book.

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  16. proslijedio/la je Tweet
    prije 15 sati

    104: and talk to us about model distillation, when you try to approximate a large model's decision boundary with a smaller model. After talking about the general area, we dive into DistilBERT.

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    prije 13 sati

    The OpenCitations Enhancement Project. A thorough review of an expanding project.

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    prije 15 sati

    Mapping Tree Species in Amazonia Using Satellite Imagery and Machine Learning

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  19. proslijedio/la je Tweet
    prije 16 sati

    Without wading into this specific debate, the feud over MRP gets at a pretty fundamental question about survey research right now: do polls work because they have a design that yields a representative sample, or do polls work because they have a good model to correct error?

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    This repo is full of amazing awesomeness. I don't know of anything else like it. Independent refactored carefully tested implementations of modern CNNs

    Added ImageNet validation results for 164 pretrained models on several datasets, incl ImageNet-A, ImageNetV2, and Imagenet-Sketch. No surprise, models with exposure to more data do quite well. Without extra, EfficientNets are holding their own.
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