Search Results for author: Arun Sharma

Found 6 papers, 0 papers with code

Physics-Guided Abnormal Trajectory Gap Detection

no code implementations10 Mar 2024 Arun Sharma, Shashi Shekhar

The problem is challenging due to the difficulty of bounding the possible locations of the moving object during a trajectory gap, and the very high computational cost of detecting gaps in such a large volume of location data.

Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data

no code implementations22 Feb 2024 Majid Farhadloo, Arun Sharma, Jayant Gupta, Alexey Leontovich, Svetomir N. Markovic, Shashi Shekhar

Given multi-category point sets from different place-types, our goal is to develop a spatially-lucid classifier that can distinguish between two classes based on the arrangements of their points.

Domain Adaptation

Machine Unlearning for Recommendation Systems: An Insight

no code implementations17 Jan 2024 Bhavika Sachdeva, Harshita Rathee, Sristi, Arun Sharma, Witold Wydmański

This review explores machine unlearning (MUL) in recommendation systems, addressing adaptability, personalization, privacy, and bias challenges.

Machine Unlearning Recommendation Systems

Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-variability-aware Approach

no code implementations19 Oct 2023 Subhankar Ghosh, Shuai An, Arun Sharma, Jayant Gupta, Shashi Shekhar, Aneesh Subramanian

Given multi-model ensemble climate projections, the goal is to accurately and reliably predict future sea-level rise while lowering the uncertainty.

regression

Spatiotemporal Data Mining: A Survey

no code implementations26 Jun 2022 Arun Sharma, Zhe Jiang, Shashi Shekhar

Furthermore, it has a detailed survey of parallel formulations of spatiotemporal data mining.

Epidemiology

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