All Categories - Machine Learning Impact Forum

Welcome! Please contribute your ideas for what challenges we might aspire to solve, changes in our community that can improve machine learning impact, and examples of machine learning projects that have had tangible impact.

Lacking context for this site? Read the original paper: Machine Learning that Matters (ICML 2012). You can also review the slides.

Challenges

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How can we combat algorithm aversion?
1 comment Started by Kiri WagstaffMarch 2015Challenges
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What are some good ways to reduce instance number as keeping the accuracy at large scale data?
1 comment Started by eren golgeAugust 2013Challenges
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How to apply applying KNN classifier to different sized images represented by Bag Of Features
2 comments Most recent by Kiri WagstaffApril 2013Challenges
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Beginners Question: scale on optical character recognition
1 comment Started by Cristian GarciaJanuary 2013Challenges
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Object Detection
9 comments Most recent by Vladislavs DovgalecsJuly 2012Challenges

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Suggestions

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Break long journal papers into smaller publishable units
1 comment Started by Kiri WagstaffMay 2016Suggestions
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Special issue on "Machine Learning Impact"
9 comments Most recent by Kiri WagstaffMarch 2015Suggestions
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Conference forum for connecting domain experts and ML researchers
6 comments Most recent by Manojit NandiJuly 2013Suggestions
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Accept application papers
10 comments Most recent by Kiri WagstaffApril 2013Suggestions
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Look at kaggle.com
5 comments Most recent by um nazJuly 2012Suggestions

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Successes

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Predicting successful drug combinations for HIV therapy
1 comment Started by glenn lawyerJuly 2012Successes
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Machine learning already matters
7 comments Most recent by Tom FawcettJuly 2012Successes
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Summary of ML impact by Daphne Koller (2009)
1 comment Started by Kiri WagstaffJune 2012Successes

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