Sotabase

Career

· Data Scientist, Lyft2022–
· Research Science Intern, Amazon2021–2021
· Data Science Intern, Lyft2020–2020
· Algorithm Engineer, Grab2019–2019
· Algorithm Engineer, DOCOMO Innovations, Inc.2018–2019
· Software Engineer, Toyota Research Institute2017–2018
· Graduate Student, Stanford University2016–2022
· Undergraduate Researcher, University of Illinois - Coordinated Science Laboratory2014–2016

Publications (19)

Information-theoretic analysis of stability and bias of learning algorithms
Information Theory Workshop · 2016
94
cited
Model Predictive Control of Ride-sharing Autonomous Mobility-on-Demand Systems
IEEE International Conference on Robotics and Automation · 2019
72
cited
Stochastic Model Predictive Control for Autonomous Mobility on Demand
International Conference on Intelligent Transportation Systems · 2018
57
cited
A Congestion-aware Routing Scheme for Autonomous Mobility-on-Demand Systems
European Control Conference · 2019
53
cited
Sample Complexity of Probabilistic Roadmaps via ε-nets
IEEE International Conference on Robotics and Automation · 2019
19
cited
A Model Predictive Control Scheme for Intermodal Autonomous Mobility-on-Demand
International Conference on Intelligent Transportation Systems · 2019
16
cited
Robust and Adaptive Planning under Model Uncertainty
International Conference on Automated Planning and Scheduling · 2019
16
cited
Trust but Verify: Cryptographic Data Privacy for Mobility Management
IEEE Transactions on Control of Network Systems · 2021
11
cited
Online Hypergraph Matching with Delays
Operational Research · 2020
10
cited
Differentially Private Stochastic Convex Optimization for Network Routing Applications
IEEE Conference on Decision and Control · 2022
7
cited
Planning and Operations of Mixed Fleets in Mobility-on-Demand Systems
arXiv.org · 2020
7
cited
Real-Time Control of Mixed Fleets in Mobility-on-Demand Systems
International Conference on Intelligent Transportation Systems · 2021
7
cited
Private Location Sharing for Decentralized Routing Services
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) · 2022
6
cited
On Local Computation for Network-Structured Convex Optimization in Multiagent Systems
IEEE Transactions on Control of Network Systems · 2021
4
cited
Catch Me If You Can: Combatting Fraud in Artificial Currency Based Government Benefits Programs
arXiv.org · 2024
3
cited
A CONGESTION-AWARE ROUTING ALGORITHM FOR AUTONOMOUS 1 MOBILITY-ON-DEMAND SYSTEMS
2018
1
cited
1 Polynomial Identity Testing
2010
Private and Decentralized Location Sharing for Congestion-Aware Routing
arXiv.org · 2022
Sparse Estimation of Movie Preferences via Constrained Optimization
2016
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Matt Tsao | Researcher Profile | Sotabase | Sotabase