Category: Uncategorized

Governments and humanitarian organizations need reliable data on building and infrastructure changes over time to manage urbanization, allocate resources, and respond to crises. However, many regions across the Global South need more access to timely and accurate data on buildings, making it difficult to track urban growth and infrastructure development. The absence of this data… Read more

Integer Linear Programming (ILP) is the foundation of combinatorial optimization, which is extensively applied across numerous industries to resolve challenging decision-making issues. Under a set of linear equality constraints, an ILP aims to minimize or maximize a linear objective function, with the important condition that all variables must be integers. Even while ILP is an… Read more

Input space mode connectivity in deep neural networks builds upon research on excessive input invariance, blind spots, and connectivity between inputs yielding similar outputs. The phenomenon exists generally, even in untrained networks, as evidenced by empirical and theoretical findings. This research expands the scope of input space connectivity beyond out-of-distribution samples, considering all possible inputs.… Read more

Multi-agent reinforcement learning (MARL) is a field focused on developing systems where multiple agents cooperate to solve tasks that exceed the capabilities of individual agents. This area has garnered significant attention due to its relevance in autonomous vehicles, robotics, and complex gaming environments. The aim is to enable agents to work together efficiently, adapt to… Read more

Prompt engineering is shaping how we interact with and benefit from AI. Here’s how to get prompt engineering right.Read More Read more

This post dives into the application of tree-based models, particularly focusing on decision trees, bagging, and random forests within the Ames Housing dataset. It begins by emphasizing the critical role of preprocessing, a fundamental step that ensures our data is optimally configured for the requirements of these models. The path from a single decision tree… Read more

Whether you’re skiing in the backcountry or trampolining in the backyard, we have an activity tracker for you. Read more

We’ve tested nearly every popular robot vacuum on the market from brands like Roomba, Dreame, Narwal, Roborock, and more. These are our favorite models. Read more

The Pac-Man arcade cabinet from Arcade1Up brings retro gaming joy to the whole family. Read more

From Canvases to Lists, learn how to use some of these recently added—but still not widely known—Slack features. Read more