Adversarial

NIPS 2017: Defense Against Adversarial Attack

Create an image classifier that is robust to adversarial attacks

NIPS 2017: Non-targeted Adversarial Attack

Imperceptibly transform images in ways that fool classification models

NIPS 2017: Targeted Adversarial Attack

Develop an adversarial attack that causes image classifiers to predict a specific target class

Generative Dog Images

Experiment with creating puppy pics

Sberbank Russian Housing Market

Can you predict realty price fluctuations in Russia’s volatile economy?

Elo Merchant Category Recommendation

Help understand customer loyalty

BigQuery-Geotab Intersection Congestion

Can you predict wait times at major city intersections?

Transfer Learning on Stack Exchange Tags

Predict tags from models trained on unrelated topics

Severstal: Steel Defect Detection

Can you detect and classify defects in steel?

LANL Earthquake Prediction

Can you predict upcoming laboratory earthquakes?

Microsoft Malware Prediction

Can you predict if a machine will soon be hit with malware?

VSB Power Line Fault Detection

Can you detect faults in above-ground electrical lines?

Human Protein Atlas Image Classification

Classify subcellular protein patterns in human cells

IEEE-CIS Fraud Detection

Can you detect fraud from customer transactions?

PLAsTiCC Astronomical Classification

Can you help make sense of the Universe?

Instant Gratification

A synchronous Kernels-only competition

2019 Data Science Bowl

Uncover the factors to help measure how young children learn

PetFinder.my Adoption Prediction

How cute is that doggy in the shelter?

Toxic Comment Classification Challenge

Identify and classify toxic online comments