The ScientistOpinion

BEACON: How Benchmarking Combats the Reproducibility Crisis in Modern Science

A new initiative called BEACON aims to advance scientific reproducibility by uniting siloed benchmarking efforts across ...

'Unemployed IITian': Graduate shares placement struggles, seeks advice on job or PhD

An IIT graduate is struggling to find a job in software development, AI, machine learning, and data science. Facing placement ...

Jeff Bezos Is Funding a Wild Hunt for the Brain’s ‘Core Algorithm’

With $500 million in funding and a reported $2.5 billion valuation, Flourish wants to reinvent AI by putting real neurons ...
Interesting Engineering

Scientists show predictable training can outperform complex robot learning data

Robots learn dexterous tasks more effectively from consistent demonstrations than complex ones, new study finds.

The Hidden Algorithms Of The Natural World

Every organism you have ever seen, every ecosystem you have ever walked through, is the ongoing output of an algorithm that ...
IEEE

Toward a Standardized Representation for Deep Learning Collective Algorithms

Abstract: The explosion of machine learning (ML) model size has led to its execution on distributed clusters at a large scale. Many works have tried to optimize the process of producing collective ...
IEEE

Scalable Hypergraph Structure Learning With Diverse Smoothness Priors

Abstract: In graph signal processing, learning weighted connections between nodes from signals is a fundamental task when the underlying relationships are unknown. With the extension of graphs to ...