Search Results for author: Shivam Patel

Found 6 papers, 2 papers with code

An Asymptotic CVaR Measure of Risk for Markov Chains

no code implementations22 May 2024 Shivam Patel, Vivek Borkar

Risk sensitive decision making finds important applications in current day use cases.

Intelligent Agricultural Management Considering N$_2$O Emission and Climate Variability with Uncertainties

no code implementations13 Feb 2024 Zhaoan Wang, Shaoping Xiao, Jun Wang, Ashwin Parab, Shivam Patel

This study examines how artificial intelligence (AI), especially Reinforcement Learning (RL), can be used in farming to boost crop yields, fine-tune nitrogen use and watering, and reduce nitrate runoff and greenhouse gases, focusing on Nitrous Oxide (N$_2$O) emissions from soil.

Decision Making Management +2

f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization

1 code implementation6 Dec 2023 Sina Baharlouei, Shivam Patel, Meisam Razaviyayn

While numerous constraints and regularization terms have been proposed in the literature to promote fairness in machine learning tasks, most of these methods are not amenable to stochastic optimization due to the complex and nonlinear structure of constraints and regularizers.

Fairness Stochastic Optimization

Gandhipedia: A one-stop AI-enabled portal for browsing Gandhian literature, life-events and his social network

no code implementations5 Jun 2020 Sayantan Adak, Atharva Vyas, Animesh Mukherjee, Heer Ambavi, Pritam Kadasi, Mayank Singh, Shivam Patel

We introduce an AI-enabled portal that presents an excellent visualization of Mahatma Gandhi's life events by constructing temporal and spatial social networks from the Gandhian literature.

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