The paper is by Christian Bauckhage and Christian Thurau Summary: Archetypes are a convex combination of data, and data points are a convex combination of archetypes. Archetypal Analysis (AA) can be applied to various computer science and real-world applications. Some applications include clustering, dimensionality reduction, and text summarization. However, AA suffers a setback when computationalContinue reading “Making Archetypal Analysis Practical”
Category Archives: data science
A Single “No AI” Button in offices and homes in the age of AI
This is so humane, no AI in the age of AI. We are five years away from an AI which is part of our daily lives, where our phones reacts and our watch guides. There is a need for a single button: the “No AI” button. This button would cause casdcading effect on all devicesContinue reading “A Single “No AI” Button in offices and homes in the age of AI”
Data Science as a Prompt. After Coding as a Prompt.
In this article, we see how data science as a prompt is performing, given that coding as a prompt has exceeded expectations. Coding with AI is reaching new pinnacles. Now, how would data science as a prompt look like? Data Science is the most sought-after career option! It’s highly paid and well sought after. DataContinue reading “Data Science as a Prompt. After Coding as a Prompt.”
SpaceX and xAI merger. What would happen to Grok now?
Is this the start of AI for stars, moons, and satellites, artificial or real? Would they find life beyond Earth? Would they find more on the origin of the universe? What are the aims that led to the merger of SpaceX and xAI, a more than trillion-dollar valuation? SpaceX, known for Elon Musk’s and stakeholders’Continue reading “SpaceX and xAI merger. What would happen to Grok now?”
We don’t want a world filled with Robots, but those who exist must be identified as Robots Evolve with Experiences.
We don’t want a world filled with so many robots, especially humanoid robots that look like humans, that it is difficult to identify who is a robot and who is human. So, then why all these guidelines on robots and in robotics? Well, if they exist, they must be registered with regulations! And if theyContinue reading “We don’t want a world filled with Robots, but those who exist must be identified as Robots Evolve with Experiences.”
Is Scientific Research with AI Possible? Correct? Is it Valuable? Your inputs and AI Intrigue: Case study: Model for Fuzzy Rough Set-based TW — SVM
Greetings, New year time, let’s see where AI has reached. AI claims a lot, but now, let’s see if AI can generate a research model in tandem with a human intrigue researcher? Let’s see if scientists need to use AI research tools? Would using AI tools by scientists would be for betterment of research? WouldContinue reading “Is Scientific Research with AI Possible? Correct? Is it Valuable? Your inputs and AI Intrigue: Case study: Model for Fuzzy Rough Set-based TW — SVM”
Memory Learning, Model Titans (Behrouz et al, 2024)
“Titans: Learning to memorize at test time. arXiv preprint arXiv:2501.00663” This paper (Behrouz et al, 2024) [1] aims to build a memory learning model that is efficient, uses less memory, and learns and predicts more. Neural learning is the basis of memory-based learning. Forgetting is important too, and too much forgetting can lose essential data about the input.Continue reading “Memory Learning, Model Titans (Behrouz et al, 2024)”
Predicting the Insulin dose Intelligently for perusal by humans- Missing Part-Upload Meal Image for Calories!
#ai #health Note: This method may have some fuzziness assigned to it, but it’s still not foolproof and needs to be validated. Therefore, it’s not fully reliable. Always seek an opinion on your insulin dose before taking it, or stay within a safe dosage range. Some of the past works in this area use: ThereContinue reading “Predicting the Insulin dose Intelligently for perusal by humans- Missing Part-Upload Meal Image for Calories!”
RAG Engineering-based Query Specific Summarization
Here, I present the idea behind Query-Specific Summarization and RAG, and how it can be implemented. Use case. And how to test it. Retrieval Augmented Generation is very well used in organizations with their own data. Many organizations have their own data that they do not want to upload to generic servers where a genericContinue reading “RAG Engineering-based Query Specific Summarization”
OpenAI to acquire model training firm Neptune
It also acquired Statsig, Software Applications Incorporated, and Jony Ive’s AI devices startup in the past months. What Neptune does! What is special about Neptune? OpenAI uses Neptune already. With a record of 30,000 projects tracked, Neptune is trusted by 60,000 researchers and 1500 commercial teams. It started in 2017 with Deepsense.ai, and came outContinue reading “OpenAI to acquire model training firm Neptune”
Artificial Intelligence, Computer Science & Mathematics 