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Mathematics is the foundation stone of artificial intelligence. Maths specifically statistics provides a bridge between mathematics and computer science, which can be used to develop machines with human-like qualities

New MIT Research Suggests That Training An AI Model With Mathematically...

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The prevalence of superhuman artificial intelligence (AI) in competitive games such as chess, Atari, StarCraft II, DotA, and poker is growing. Recent advances in deep...

Researchers Built a Neural Network That Not Only Solves but Explains...

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This Article is written as a summay by Marktechpost Staff based on the paper 'A Neural Network Solves, Explains, and Generates University Math Problems by...

MIT Researchers Create ‘ExSum’: A Mathematical Framework To Evaluate Explanations Of...

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This Article Is Based On The Research Paper 'EXSUM: From Local Explanations to Model Understanding'. All Credit For This Research Goes To The Researchers...

Understanding Goodhart’s Law Metrics and Mathematics Behind The Process

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This article is based on OpenAI's Post 'Measuring Goodhart’s Law'. Most credit goes to OpenAI researchers 👏👏👏 Please don't forget to join our ML...

Researchers, Including Yann Lecun, Propose ‘projUNN’: An Efficient Method For Training...

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This research summary is based on the paper 'projUNN: efficient method for training deep networks with unitary matrices' Please don't forget to join our ML...

Researchers Develop Data‑Driven Discovery of Green’s Functions With Human‑Understandable Deep Learning

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This research summary is based on the paper 'Data‑driven discovery of Green’s functions with human‑understandable deep learning' Please don't forget to join our ML Subreddit Mathematicians...

UC Berkeley Researchers Introduce ‘imodels: A Python Package For Fitting Interpretable...

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Recent developments in machine learning have resulted in more complicated predictive models, typically at the expense of interpretability. Interpretability is frequently required, especially in...

Common Probability Distributions: Road Towards Data Science

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Probability is concerned with interpreting and comprehending life's random events. Randomness and uncertainty are present in our everyday lives and every field of research,...

JuMP: An AML Based Modeling Language Embedded In Julia For Mathematical...

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Optimization as a fundamental technology is a universal concept that finds application in almost every discipline, including business, engineering, economics. It is defined as...

MIT Researchers Open-Sourced ‘MADDNESS’: An AI Algorithm That Speeds Up Machine...

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Matrix multiplication is one of the essential operations in machine learning (ML). However, these operations are extensively computationally costly due to the extensive use...