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Prikvačeni tweet
"Expanding Taxonomies with Implicit Edge Semantics" w/ Dhananjay Shrouty, Rui Li and Jure Leskovec (
@jure) full paper accepted to@TheWebConf (#WWW2020)! - Press by@VentureBeat: https://venturebeat.com/2020/01/10/pinterest-details-the-ai-and-taxonomy-systems-underpinning-its-trends-feature/ … - Blog post by@PinterestEng: https://medium.com/@Pinterest_Engineering/interest-taxonomy-a-knowledge-graph-management-system-for-content-understanding-at-pinterest-a6ae75c203fd … - Preprint coming soon!pic.twitter.com/xqJtn7Xzlx
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Hypothesis: Paper titles induce a buzzword hierarchy that predicts position in a "subtree". My attempt at an ML subtree: /root: "Algorithms for X", "AI for Y" /root/CS: "Self-driving Y" /root/CS/ML: "Deep X", "Hierarchical Y" /root/CS/ML/STATML: "Semiparametrically efficient X"
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Emaad Manzoor proslijedio/la je Tweet
I’m of the opinion that unless your instrument is ridiculous sounding, and only makes sense once you know the endogenous variable, the exclusion restriction probably doesn’t hold.https://twitter.com/andrewheiss/status/1193927703818227712 …
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Emaad Manzoor proslijedio/la je Tweet
Our educational paper on visual intuition for influence functions is out in The American Statistician! https://doi.org/10.1080/00031305.2020.1717620 … arXiv PDF: https://arxiv.org/pdf/1810.03260.pdf … IFs are central to many stat methods and can bridge machine learning with inference, but they're hard to learn (1/2)pic.twitter.com/2bPuOS2vLo
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Emaad Manzoor proslijedio/la je Tweet
For the next month or so, I plan to mention an Econometrics paper that I really enjoy reading. I will try to do this every Monday. The first paper of this series is by
@asheshrambachan and@jondr44, "An Honest Approach to Parallel Trends" Link here: https://scholar.harvard.edu/files/jroth/files/roth_jmp_honestparalleltrends_main.pdf …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Emaad Manzoor proslijedio/la je Tweet
Spoiler alert : "Music is irreplaceable" We used quasi-experimental techniques to show how adopting podcasts influences the original way people listen to music. The paper also includes interesting findings for systems that aim at surfacing multiple mediums simultaneously.https://twitter.com/SpotifyResearch/status/1216420408238407682 …
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- Complements the
@protegeproject taxonomy curation workflow by@rafalsgoncalves +@PinterestEng (ISWC 2019: https://arxiv.org/abs/1907.02106 ) with an automated pathway. - Leverages "PinText" multitask embeddings (KDD 2019: https://labs.pinterest.com/user/themes/pin_labs/assets/paper/pintext-kdd2019.pdf …)Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Emaad Manzoor proslijedio/la je Tweet
In this new paper we developed a simple, fast and space-efficient representation of a sliding window over an unbounded stream: Age-Partitioned Bloom Filters https://arxiv.org/abs/2001.03147
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Emaad Manzoor proslijedio/la je Tweet
manuscript in progress (2̶0̶1̶9̶2020)
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Emaad Manzoor proslijedio/la je Tweet
After getting published in ICLR as an Independent Researcher, I have received nearly 100 messages from others who are looking to do the same. So I wrote a blog post on why I decided to do it and my advice to others.https://medium.com/@andreas_madsen/becoming-an-independent-researcher-and-getting-published-in-iclr-with-spotlight-c93ef0b39b8b?source=friends_link&sk=d930cb061089bb4428f1e6ef06958662 …
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The
@zepidpy library contains a well-documented TMLE implementation in Python (among many other useful tools), accepts arbitrary@scikit_learn methods for the ML component: https://github.com/pzivich/zEpid Good complement to the econml library from@MSFTResearchHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Emaad Manzoor proslijedio/la je Tweet
Thanks for this interesting question. In considering an answer, I realized twitter wouldn’t be the right medium to discuss this in the appropriate level of depth. Instead, here’s a blog post https://vanderlaan-lab.org/2019/12/24/cv-tmle-and-double-machine-learning/ …
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Emaad Manzoor proslijedio/la je Tweet
Try the following exercise: open a registry of randomized trials like the one here: https://www.socialscienceregistry.org/ . Try to write down 95% CIs for the effect size before looking at results. You can start to train yourself to see how much uncertainty you should have about the world.
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Extensive simulation study of nonparametrics/ML + singly/doubly-robust estimators with a very accessible discussion: https://arxiv.org/pdf/1711.07137.pdf … by
@ashley_naimi +@edwardhkennedyPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Emaad Manzoor proslijedio/la je Tweet
AC: "I find this style of review entirely inappropriate and unfair: it is not a the role of a good scientific publication to "surprise"." Not all heroes wear capes.
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Really, really good slides on double machine learning by Chris Felton at Princeton.https://twitter.com/cfelton_/status/1110623518780256256 …
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Super well-documented Python package by
@MSFTResearch for double machine-learning (and many other causal inference methods)https://github.com/microsoft/EconML/blob/master/notebooks/Double%20Machine%20Learning%20Examples.ipynb …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Emaad Manzoor proslijedio/la je Tweet
Folks: I made a regression library for Python that can handle high-dimensional fixed effects using sparse matrices. It does interactions, clustering, absorption, the works. With 5m observations and 1k categories it takes about 6 seconds. Check it out at https://github.com/iamlemec/fastreg …!
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Emaad Manzoor proslijedio/la je Tweet
Just wrapped
#NeurIPS2019! Notes here: https://david-abel.github.io/notes/neurips_2019.pdf …pic.twitter.com/xZgDmIfT67
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