Algorithm idea of random neighborhood regression creates an ensemble of k-nearest neighbor regressors to address overfitting and trial-and-error issues in basic k-nearest neighbors regression. A successful demo using C# showcased improved accuracy in prediction with virtual collections of regressors.
NALA, founded by Benjamin Gulak ’22, disrupts the art world by connecting artists directly with buyers through a digital platform. The company aims to dismantle traditional gallery barriers, offering a larger pool of artwork and personalized recommendations.
Kyndryl integrates Amazon Q Business with ServiceNow for enhanced user experience. Learn how to configure, create a generative AI plugin, and interact with ServiceNow using Amazon Q Business.
Manish Raghavan at MIT aims to enhance AI for social good, tackling bias in hiring and improving medical decision-making algorithms. With a focus on societal impact, Raghavan's research seeks to address long-standing problems using algorithmic decision-making and AI.
Learn to build LLMs with the LLM Scientist and Engineer course, covering architecture, tokenization, attention mechanisms, and sampling techniques. Pre-training models require massive datasets and careful curation for optimal performance.
The AWS global backbone network enables reliable service delivery across 34 Regions, 600 CloudFront POPs, and more. AWS uses GML framework GraphStorm to predict and mitigate network congestion risks, addressing complex network management challenges.
Keir Starmer predicts AI will transform UK economy, denies plans to replace chancellor. Economic pressures mounting as growth stalls and debt rises, impacting public services.
HCLTech's AutoWise Companion uses AI to simplify vehicle purchasing decisions for customers and improve data analysis for manufacturers. The solution extracts insights from diverse data sources, providing personalized recommendations and enhancing customer satisfaction.
Unexpected science news in 2024 included Mpox in the DRC, AI in Nobel prizes, and stranded astronauts. What will 2025 bring? Ian Sample and Hannah Devlin predict upcoming big stories.
NeRF is a cutting-edge method for rendering 2D images from 3D scenes, using an overfitted MLP to compress scene information. It significantly reduces storage requirements and allows for image generation from any viewing direction.
MIT researchers at the McGovern Institute for Brain Research have discovered the vital role of precise timing in auditory neurons for recognizing voices and locating sounds. Using machine learning, the team's models provide insights for studying hearing impairment and developing interventions.
Kate Mosse and Richard Osman criticize Labour's plan allowing AI companies to mine artistic works, warning it could stifle creativity and amount to theft. Keir Starmer endorses a 50-point action plan to boost UK as an AI superpower, including changes to technology firms' use of copyrighted text and data.
Multi-agent collaboration using Large Language Models (LLMs) enhances problem-solving by combining specialized agents' reasoning power. AWS's MAC framework orchestrates multiple AI agents on Amazon Bedrock Agents for efficient and effective problem-solving through distributed problem-solving and specialization.
Materials design has evolved from alchemy to machine learning. Research led by Ju Li introduces a new method using coupled-cluster theory to boost accuracy and speed in materials design.
Linear regression with two-way interactions can enhance prediction accuracy significantly. The model was implemented successfully using C# and achieved high accuracy levels.