FIGS: Attaining XGBoost-level performance with the interpretability and speed of CART

2 years ago

FIGS (Fast Interpretable Greedy-tree Sums): A method for building interpretable models by simultaneously growing an ensemble of decision trees in…

The Berkeley Crossword Solver

2 years ago

We recently published the Berkeley Crossword Solver (BCS), the current state of the art for solving American-style crossword puzzles. The…

Rethinking Human-in-the-Loop for Artificial Augmented Intelligence

2 years ago

Figure 1: In real-world applications, we think there exist a human-machine loop where humans and machines are mutually augmenting each…

Best Practices for Building the AI Development Platform in Government

2 years ago

By John P. Desmond, AI Trends Editor  The AI stack defined by Carnegie Mellon University is fundamental to the approach…

Advance Trustworthy AI and ML, and Identify Best Practices for Scaling AI

2 years ago

By John P. Desmond, AI Trends Editor   Advancing trustworthy AI and machine learning to mitigate agency risk is a priority…

Promise and Perils of Using AI for Hiring: Guard Against Data Bias

2 years ago

By AI Trends Staff   While AI in hiring is now widely used for writing job descriptions, screening candidates, and automating interviews,…

Predictive Maintenance Proving Out as Successful AI Use Case

2 years ago

By John P. Desmond, AI Trends Editor   More companies are successfully exploiting predictive maintenance systems that combine AI and IoT…

Novelty In The Game Of Go Provides Bright Insights For AI And Autonomous Vehicles

2 years ago

By Lance Eliot, the AI Trends Insider   We already expect that humans to exhibit flashes of brilliance. It might not happen all…

How The Chefz serves the perfect meal with Amazon Personalize

2 years ago

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

Distributed training with Amazon EKS and Torch Distributed Elastic

2 years ago

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