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Matt Tsao
Matt Tsao
Lyft Data Scientist
Verified email at lyft.com - Homepage
Title
Cited by
Cited by
Year
Information-theoretic analysis of stability and bias of learning algorithms
M Raginsky, A Rakhlin, M Tsao, Y Wu, A Xu
2016 IEEE Information Theory Workshop (ITW), 26-30, 2016
952016
Model predictive control of ride-sharing autonomous mobility-on-demand systems
M Tsao, D Milojevic, C Ruch, M Salazar, E Frazzoli, M Pavone
2019 International conference on robotics and automation (ICRA), 6665-6671, 2019
792019
Stochastic model predictive control for autonomous mobility on demand
M Tsao, R Iglesias, M Pavone
2018 21st International conference on intelligent transportation systems …, 2018
662018
A congestion-aware routing scheme for autonomous mobility-on-demand systems
M Salazar, M Tsao, I Aguiar, M Schiffer, M Pavone
2019 18th European Control Conference (ECC), 3040-3046, 2019
562019
Robust and adaptive planning under model uncertainty
A Sharma, J Harrison, M Tsao, M Pavone
Proceedings of the international conference on automated planning and …, 2019
162019
Sample complexity of probabilistic roadmaps via ε-nets
M Tsao, K Solovey, M Pavone
2020 IEEE International Conference on Robotics and Automation (ICRA), 2196-2202, 2020
152020
Balancing fairness and efficiency in traffic routing via interpolated traffic assignment
D Jalota, K Solovey, M Tsao, S Zoepf, M Pavone
Autonomous Agents and Multi-Agent Systems 37 (2), 32, 2023
132023
Trust but verify: Cryptographic data privacy for mobility management
M Tsao, K Yang, S Zoepf, M Pavone
IEEE Transactions on Control of Network Systems 9 (1), 50-61, 2022
132022
A model predictive control scheme for intermodal autonomous mobility-on-demand
J Zgraggen, M Tsao, M Salazar, M Schiffer, M Pavone
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 1953-1960, 2019
132019
Online hypergraph matching with delays
M Pavone, A Saberi, M Schiffer, MW Tsao
Operations Research 70 (4), 2194-2212, 2022
122022
Planning and operations of mixed fleets in mobility-on-demand systems
K Yang, MW Tsao, X Xu, M Pavone
arXiv preprint arXiv:2008.08131, 2020
102020
Real-time control of mixed fleets in mobility-on-demand systems
K Yang, MW Tsao, X Xu, M Pavone
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
72021
Private location sharing for decentralized routing services
M Tsao, K Yang, K Gopalakrishnan, M Pavone
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
42022
On Local Computation for Network-Structured Convex Optimization in Multiagent Systems
R Brown, F Rossi, K Solovey, M Tsao, MT Wolf, M Pavone
IEEE Transactions on Control of Network Systems 8 (2), 542-554, 2021
42021
Differentially private stochastic convex optimization for network routing applications
M Tsao, K Gopalakrishnan, K Yang, M Pavone
2023 62nd IEEE Conference on Decision and Control (CDC), 7475-7482, 2023
22023
CARA: a congestion-aware routing algorithm for autonomous 1 mobility-on-demand systems 2
M Salazar, M Tsao, I Aguiar, M Schiffer, M Pavone
Annual Meeting of the Transportation Research Board, 2019
22019
Catch Me If You Can: Combatting Fraud in Artificial Currency Based Government Benefits Programs
D Jalota, M Tsao, M Pavone
arXiv preprint arXiv:2402.16162, 2024
2024
Private and Decentralized Location Sharing for Congestion-Aware Routing.
M Tsao, K Yang, K Gopalakrishnan, M Pavone
CoRR, 2022
2022
Techniques for Efficient and Responsible Operation of Mobility Systems
MW Tsao
Stanford University, 2022
2022
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