In Kaggle competitions, 70% of the challenges involve predicting outcomes using anonymous features. These features, often labeled with uninformative names like “V1,” are transformed to protect sensitive data. While anonymization is crucial for safeguarding information, it can strip away the intuitive elements that make machine learning problems engaging and solvable. Participants in these competitions often resort to mechanically testing various feature transformations and combinations. The question remains whether these methods are effective for real-world applications. Understanding the impact of anonymization on machine learning could lead to better approaches in handling such data sets.
N
@justt_N
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Apr 5 I shall introduce you to this. You can stay completely anonymous with this. No one can track you.
DuelNow
@getduelnow
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Apr 10 NEW FEATURE: INCOGNITO MODENow you can make sports predictions without revealing your identity.Stay anonymous. Stay sharp.Appear as “Anonymous”: hide your nickname.
Unique ghost avatar.
See your own results as “You”.
Toggle privacy on/off anytime from your
Josselin Feist
@Montyly
·
Apr 7 I wish bug bounty/contest platforms would start integrating privacy featuresWith Cantina’s PoC requirements and Immunefi’s audit, you face disadvantages with anon accountsAm I the only one who sees having all my earnings publicly exposed as a serious privacy issue?
B
@____KDF
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Apr 8 No it’s anonymous. He does not know who submits. The only people who can get access to that info are the police through a court order and they must have good reason for such an order to be granted. The site has to adhere to its privacy policies.
ɳყรɦ
@nthispeaks
·
Apr 8 Building AI isn’t just about skills.
@kaggle
made ML competitive, it teaches you.
@huggingface
made it accessible (but unpaid), it showcases you.
@OpenledgerHQ
makes it collaborative, where you curate, finetune, and own the full journey.Idea → Data → Training → Launch
Klever Wallet
@klever_io
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Apr 7 Hi
@AmirR44643605
!Klever Wallet is self-custodial, so we don’t have access to user info like gender. That’s why we can’t run women-only competitions.But the great part is, everyone can join all our competitions!
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