Search Results for author: Ashwin Kumar

Found 3 papers, 1 papers with code

DR-HAI: Argumentation-based Dialectical Reconciliation in Human-AI Interactions

no code implementations26 Jun 2023 Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni

We present DR-HAI -- a novel argumentation-based framework designed to extend model reconciliation approaches, commonly used in human-aware planning, for enhanced human-AI interaction.

Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems

1 code implementation25 Mar 2023 Ashwin Kumar, Yevgeniy Vorobeychik, William Yeoh

State-of-the-art order dispatching algorithms for ridesharing batch passenger requests and allocate them to a fleet of vehicles in a centralized manner, optimizing over the estimated values of each passenger-vehicle matching using integer linear programming (ILP).

Fairness Vocal Bursts Valence Prediction

Cloud-Based Deep Learning: End-To-End Full-Stack Handwritten Digit Recognition

no code implementations1 Feb 2023 Ruida Zeng, Aadarsh Jha, Ashwin Kumar, Terry Luo

Herein, we present Stratus, an end-to-end full-stack deep learning application deployed on the cloud.

Handwritten Digit Recognition

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