Samay U Shetty
Computer Science Graduate Student | AI/ML Researcher
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Work
Education
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Writing
Matsar: A Comprehensive Machine Learning Approach for PolSAR Data Processing
January 1, 2025Comprehensive machine learning approach for PolSAR data processing (article listed in IJCA archives).
LPI-RIT at LeWiDi-2025: Improving distributional predictions via metadata and loss reweighting with DisCo
January 1, 2025Adaptation of DisCo (Distribution from Context) modeling annotator and item-level label distributions to address annotator disagreement, with pipeline work and evaluation on LeWiDi-2025 shared task datasets.
Polsarhub: A Large-Scale Repository for Polsar Data
December 1, 2024Proposes PolSARHub, a repository designed to provide labeled PolSAR data across land-cover features and handle data variation across sensors, wavelengths, incidence angles, polarization and resolutions to support deep-learning-based PolSAR classification.
DIABETES PREDICTION USING MACHINE LEARNING: ENHANCING ACCURACY USING HOT ENCODING TECHNIQUE
January 1, 2023Applied machine learning techniques (Random Forest) and preprocessing optimizations to improve diabetes prediction accuracy and training efficiency.