Article highlights random neighborhoods regression, an ensemble approach using multiple k-nearest neighbor systems with different subsets and k values to predict target values. The method's demo showcases model training and prediction accuracy, emphasizing the technique's versatility and potential in machine learning.
Aetion transforms real-world data into evidence for healthcare decision-makers using natural language queries and Amazon Bedrock technology. Aetion's Evidence Platform allows users to build cohorts and analyze outcomes, optimizing clinical trials and safety studies for medications and treatments.
Researchers at Los Alamos repurposed Meta’s Wav2Vec-2.0 AI model to analyze seismic signals from Hawaii’s Kīlauea volcano. The AI can track fault movements in real time, a crucial step towards understanding earthquake behavior.
Sara Beery applies computer vision and machine learning to monitor salmon migration, critical for ecosystem health and cultural significance in the Pacific Northwest. Accurate salmon counting essential for managing fisheries amid threats from human activity, habitat loss, and climate change.
StabilityAI introduces the groundbreaking Stable Diffusion XL model, advancing text-to-image AI technology. Learn how to efficiently fine-tune and host the model on AWS Inf2 instances for superior performance.
Channel 1 is a groundbreaking news channel where AI scripts, edits, and presents stories in 30+ languages. The Guardian explores if viewers can trust and engage with this human-less news source.
Diffusion Models explained with illustrations, focusing on how they learn and generate data. Example using glyffuser to generate Chinese glyphs from English definitions.
New EPA administrator Lee Zeldin's pillars prioritize auto industry support, omitting climate crisis. Unusual focus on AI as key agency priority raises eyebrows.
Inefficient metric computation can increase training costs. TorchMetrics optimizes metric collection in PyTorch.
Trellix Wise, powered by AI, automates threat investigation for security teams, saving time and expanding coverage. Trellix's partnership with Amazon Nova Micro delivers faster inferences at a significantly lower cost, optimizing investigations.
Build your own Cover Letter AI Generator App using Python with code from a public Github folder. AI tools like ChatGPT can help tailor resumes for specific companies, changing the job market game.
Learn how to enhance your RAG application by mimicking human reasoning under a multi-agent framework. Discover how to improve data retrieval and reasoning processes for more accurate results.
Businesses are using LLMs to enhance customer engagement, facing challenges in staying on topic. AnyCompany Pet Supplies leverages NeMo Guardrails for AI assistant, conversation flows, and data integration to improve customer experiences.
Alphabet removes ban on using AI for weapons and surveillance in updated guidelines, shifts focus from avoiding harm. The Google owner updates ethical guidelines, allowing for broader use of artificial intelligence technology.
DeepSeek's launch sparks shockwaves, AI arms race fears rise. Paris AI summit agenda, young minds share hopes and fears.