Search Results for author: Aryan Jadon

Found 6 papers, 5 papers with code

A Comprehensive Survey of Evaluation Techniques for Recommendation Systems

1 code implementation26 Dec 2023 Aryan Jadon, Avinash Patil

This work is to aid researchers and practitioners in critically assessing recommendation systems and fosters the development of more nuanced, effective, and economically viable personalization strategies.

Collaborative Filtering Recommendation Systems

A Comparative Study of Text Embedding Models for Semantic Text Similarity in Bug Reports

1 code implementation17 Aug 2023 Avinash Patil, Kihwan Han, Aryan Jadon

Bug reports are an essential aspect of software development, and it is crucial to identify and resolve them quickly to ensure the consistent functioning of software systems.

Semantic Textual Similarity text similarity

Leveraging Generative AI Models for Synthetic Data Generation in Healthcare: Balancing Research and Privacy

1 code implementation9 May 2023 Aryan Jadon, Shashank Kumar

The widespread adoption of electronic health records and digital healthcare data has created a demand for data-driven insights to enhance patient outcomes, diagnostics, and treatments.

Synthetic Data Generation

A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting

1 code implementation5 Nov 2022 Aryan Jadon, Avinash Patil, Shruti Jadon

Time Series Forecasting has been an active area of research due to its many applications ranging from network usage prediction, resource allocation, anomaly detection, and predictive maintenance.

Anomaly Detection regression +2

An Overview of Deep Learning Architectures in Few-Shot Learning Domain

1 code implementation12 Aug 2020 Shruti Jadon, Aryan Jadon

In this paper, we have reviewed some of the well-known deep learning-based approaches towards few-shot learning.

Image Classification One-Shot Learning

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