Suman Kumar Roy – Medium

Suman Kumar Roy

Suman Kumar Roy

Machine Learning Showdown: Quantum vs. Classical Approaches

Quantum machine learning is a new research area that explores the use of quantum systems to process classical data using machine learning…

Sep 17, 2023

Machine Learning Showdown: Quantum vs. Classical Approaches

Sep 17, 2023

Suman Kumar Roy

Unveiling the Quantum Frontier: Embarking on a Journey into Quantum Machine Learning

In the ever-evolving landscape of technology and science, there are moments that redefine the boundaries of what we thought was possible…

Aug 31, 2023

Unveiling the Quantum Frontier: Embarking on a Journey into Quantum Machine Learning

Aug 31, 2023

Suman Kumar Roy

Embracing the Quantum-Machine Learning Nexus: Pioneering a Future Beyond Limits

In the dynamic realm of science, an audacious challenge beckons — forging quantum computers that outshine classical counterparts in…

Aug 30, 2023

Embracing the Quantum-Machine Learning Nexus: Pioneering a Future Beyond Limits

Aug 30, 2023

Suman Kumar Roy

Harnessing Quantum Potential: The Evolution of Quantum Machine Learning

Humans have been counting for approximately 50,000 years, with the development of early counting tools such as abacuses occurring around…

Aug 29, 2023

Beginner's Guide to Quantum Machine Learning | Paperspace Blog

Aug 29, 2023

Suman Kumar Roy

Quantum-Leap in Finance: Advancing Decision-Making with D-Wave Portfolio Optimization

Portfolio optimization is allocating investments to maximize returns while managing risk. It involves investing a given budget in a set of…

Aug 28, 2023

Quantum-Leap in Finance: Advancing Decision-Making with D-Wave Portfolio Optimization

Aug 28, 2023

Suman Kumar Roy

Advancing Machine Learning with Quantum Boltzmann Machines: A New Paradigm

The Quantum Boltzmann Machine (QBM) is a cutting-edge fusion of quantum physics and machine learning. By harnessing the power of quantum…

Aug 26, 2023

Advancing Machine Learning with Quantum Boltzmann Machines: A New Paradigm

Aug 26, 2023

Suman Kumar Roy

Generating Quantum Realities: The Evolution of Quantum Generative Adversarial Networks

Quantum Generative Adversarial Networks (Quantum GANs) are at the vanguard of a revolutionary confluence between quantum computing and…

Aug 24, 2023

Generating Quantum Realities: The Evolution of Quantum Generative Adversarial Networks

Aug 24, 2023

Suman Kumar Roy

Quantum-Inspired Transfer Learning: Redefining How AI Learns and Adapts

In the dynamic realm where quantum mechanics intersects with artificial intelligence, a revolutionary concept has emerged — Quantum…

Aug 22, 2023

Quantum-Inspired Transfer Learning: Redefining How AI Learns and Adapts

Aug 22, 2023

Suman Kumar Roy

Beyond Pixels: Quantum-Inspired Edge Detection for Superior Imaging

The fusion of quantum mechanics and image analysis has given rise to a groundbreaking concept: Quantum Edge Detection. This approach…

Aug 21, 2023

Beyond Pixels: Quantum-Inspired Edge Detection for Superior Imaging

Aug 21, 2023

Suman Kumar Roy

Quantum Image Processing: The Future of Visual Data Manipulation

Quantum Image Processing (QIP) merges quantum mechanics and image processing, promising innovative ways to handle visual data. Traditional…

Aug 20, 2023

Quantum Image Processing: The Future of Visual Data Manipulation

Aug 20, 2023

Suman Kumar Roy

Suman Kumar Roy

Completed M. Tech at NITK, Surathkal, Quantum Researcher @TCS Research, Quantum Computing, QML and Algorithm Enthusiast

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