Author: Khushboo Gupta

Khushboo Gupta
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Khushboo Gupta is a consulting intern at MarktechPost. She is currently pursuing her B.Tech from the Indian Institute of Technology(IIT), Goa. She is passionate about the fields of Machine Learning, Natural Language Processing and Web Development. She enjoys learning more about the technical field by participating in several challenges.

Google AI Introduces A Novel Reinforcement Learning (RL) Training Paradigm, ‘ActorQ,’ To Speed Up Actor-Learner Distributed RL Training

AI Paper Summary
Several sequential decision-making challenges, like robotics, gaming, nuclear physics, balloon navigation, etc., have been successfully addressed using deep reinforcement learning. However, despite its potential,...

Deepmind Introduces ‘Sparrow,’ An Artificial Intelligence-Powered Chatbot Developed To Build Safer Machine Learning Systems

AI Paper Summary
Technological advancements strive to develop AI models that communicate more efficiently, accurately, and safely. Large language models (LLMs) have achieved outstanding success in recent...

Researchers at Monash University Propose ‘EcoFormer,’ An Energy-Saving Attention with Linear Complexity That Reduces Compute Cost by 73%

AI Paper Summary
A transformer is a transformative deep learning framework that successfully models sequential data across various tasks. Over the past few years, transformers have achieved...

Google AI Introduces ‘TensorStore,’ An Open-Source C++ And Python Library Designed For Reading And Writing Large Multi-Dimensional Arrays

AI Shorts
Various modern applications of computer science and machine learning use multidimensional datasets that span a single expansive coordinate system. Two examples are using air...

A new Speech Recognition Pipeline from CMU Research can recognize almost 2000 Languages without Audio

AI Paper Summary
Voice-to-text processing has advanced significantly in recent years, making the occasional failures in AI-powered speech recognition systems little more than curious outliers. However, most...

Google’s New Open-Source Project, ‘SayCan,’ is an AI Tool That Uses a Large Language Model to Plan Sequences of Robotic Actions to Achieve a...

AI Paper Summary
Various semantic information about the world can be encoded by large language models (LLM). Nevertheless, they can often generate responses that, while logically sound,...

Latest Machine Learning Research from Microsoft Exhibit a Neural Network Architecture that, in Polynomial Time, Learns as well as any Efficient Learning Algorithm Describable...

AI Paper Summary
In 1947, the genius mathematician and computer scientist Alan Turing anticipated the current state of machine learning research by stating that a machine should...

In a New Machine Learning Paper, Researchers From Deepmind Propose an approach ‘Called Augmented Policy Cloning (APC),’ to Support the Process of Data-Efficiently Learning...

AI Paper Summary
Behavior cloning is a versatile class of techniques that transfer behaviors from expert demonstrations in control or reinforcement learning (RL) situations. These include a...

Latest AI Research From CMU and LinkedIn Explains Long-term Dynamics of Fairness Intervention in Connection Recommender Systems

AI Paper Summary
Nowadays, several social networking sites heavily rely on connection recommendations. Surveys reveal that connection suggestions may make up more than 50% of the social...

A New Artificial Intelligence Diagnostic Tool can Detect Diseases on Chest X-rays Directly from Natural-Language Descriptions Contained in Accompanying Clinical Reports

AI Paper Summary
Most AI models in medical machine learning need labeled or annotated datasets for training since it teaches the models to recognize diseases accurately. Since...

Researchers at University College London Developed a Deep Learning-based Method to X-Ray Luggage to Detect Explosives

AI Paper Summary
The development of phase-based techniques has accelerated the pace of X-ray imaging. Dark-field images are sensitive to inhomogeneities on a length scale below the...

CMU Researcher Uses Deep Reinforcement Learning to help Control Nuclear Fusion Reactions

AI Paper Summary
The process of joining two hydrogen nuclei to create a single, heavier nucleus is known as nuclear fusion. Massive amounts of energy are released...
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