All Categories - Machine Learning Impact Forum

Watch the video of "Machine Learning that Matters", presented at ICML 2012.

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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Electricity consumption through this specific dataset
2 comments Most recent by Kiri WagstaffApril 7Challenges
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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 7Challenges
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Beginners Question: scale on optical character recognition
1 comment Started by Cristian GarciaJanuary 4Challenges
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Object Detection
9 comments Most recent by Vladislavs DovgalecsJuly 2012Challenges
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Some humbler challenges
8 comments Most recent by Kiri WagstaffJuly 2012Challenges

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Suggestions

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Conference forum for connecting domain experts and ML researchers
5 comments Most recent by Kiri WagstaffApril 7Suggestions
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Accept application papers
10 comments Most recent by Kiri WagstaffApril 7Suggestions
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Special issue on "Machine Learning Impact"
8 comments Most recent by Kiri WagstaffAugust 2012Suggestions
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Look at kaggle.com
5 comments Most recent by um nazJuly 2012Suggestions
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engage with domain-specific conferences
5 comments Most recent by Amy McGovernJuly 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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