42 citations · 83 across the 7 of their papers we have counts for
8 papers
Machine-Assisted Map Editing
Favyen Bastani, Songtao He, Sofiane Abbar +4
Mapping road networks today is labor-intensive. As a result, road maps have poor coverage outside urban centers in many countries. Systems to automatically infer road network graph…
AI-CARGO: A Data-Driven Air-Cargo Revenue Management System
Stefano Giovanni Rizzo, Ji Lucas, Zoi Kaoudi +2
We propose AI-CARGO, a revenue management system for air-cargo that combines machine learning prediction with decision-making using mathematical optimization methods. AI-CARGO addr…
SAGA: A Submodular Greedy Algorithm For Group Recommendation
Shameem A Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla
In this paper, we propose a unified framework and an algorithm for the problem of group recommendation where a fixed number of items or alternatives can be recommended to a group o…
SPARK: Static Program Analysis Reasoning and Retrieving Knowledge
Wasuwee Sodsong, Bernhard Scholz, Sanjay Chawla
Program analysis is a technique to reason about programs without executing them, and it has various applications in compilers, integrated development environments, and security. In…
A Cost-based Optimizer for Gradient Descent Optimization
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan +2
As the use of machine learning (ML) permeates into diverse application domains, there is an urgent need to support a declarative framework for ML. Ideally, a user will specify an M…
Kharita: Robust Map Inference using Graph Spanners
Rade Stanojevic, Sofiane Abbar, Saravanan Thirumuruganathan +3
The widespread availability of GPS information in everyday devices such as cars, smartphones and smart watches make it possible to collect large amount of geospatial trajectory inf…