ai/ml

FORML: Learning to Reweight Data for Fairness

Machine learning models are trained to minimize the mean loss for a single metric, and thus typically do not consider…

3 years ago

A Dense Material Segmentation Dataset for Indoor and Outdoor Scene Parsing

A key algorithm for understanding the world is material segmentation, which assigns a label (metal, glass, etc.) to each pixel.…

3 years ago

Regularized Training of Nearest Neighbor Language Models

Including memory banks in a natural language processing architecture increases model capacity by equipping it with additional data at inference…

3 years ago

Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting

The practical success of overparameterized neural networks has motivated the recent scientific study of interpolating methods, which perfectly fit their…

3 years ago

How The Chefz serves the perfect meal with Amazon Personalize

This is a guest post by Ramzi Alqrainy, Chief Technology Officer, The Chefz. The Chefz is a Saudi-based online food…

3 years ago

Distributed training with Amazon EKS and Torch Distributed Elastic

Distributed deep learning model training is becoming increasingly important as data sizes are growing in many industries. Many applications in…

3 years ago

The Benefits of Running Kubernetes on Ephemeral Compute

This is the third post in our blog series on Rubix (#1, #2), our effort to rebuild our cloud architecture…

3 years ago

From Pipeline to Prospect: Inside Palantir Recruitment

Top tips for interns and graduates applying to Palantir, featuring advice from two recent recruiting interns and Palantir’s Early Talent…

3 years ago

A Day in the Life of a Palantir Incident Management Engineer

The Palantir Incident Response team addresses the highest-priority issues across our platforms — Foundry, Gotham, and Apollo — ensuring they continue to support mission-critical…

3 years ago

Introducing Palantir’s Next-Gen Pipeline Builder

Since our inception, we’ve had the privilege of working on some of the most complex, challenging, data-driven missions in the…

3 years ago