Alex Devonport

25 papers C 1Journal 12Unranked 11
YearRankTypeTitle / Venue / Authors
2024 — conf
Nonconvex scenario optimization for data-driven reachability.
L4DC
Elizabeth Dietrich, Alex Devonport, Murat Arcak
2023 — —
Contributions to the Statistical Foundation of Data-driven Control
Alex Devonport
2023 J jnl
Data-Driven Reachability and Support Estimation With Christoffel Functions.
IEEE Trans. Autom. Control.
Alex Devonport, Forest Yang, Laurent El Ghaoui, Murat Arcak
2023 — conf
Frequency Domain Gaussian Process Models for H
L4DC
Alex Devonport, Peter Seiler, Murat Arcak
2023 J jnl
Frequency-domain Gaussian Process Models for H
CoRR
Alex Devonport, Peter Seiler, Murat Arcak
2023 — conf
Probabilistic Invariance for Gaussian Process State Space Models.
L4DC
Paul Griffioen, Alex Devonport, Murat Arcak
2022 J jnl
Frequency Domain Gaussian Process Models for H
CoRR
Alex Devonport, Peter J. Seiler, Murat Arcak
2022 J jnl
Machine Learning for Smart and Energy-Efficient Buildings.
CoRR
Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan, Lucas Spangher, Alex Devonport, Yu Yang, Ján Drgona, Adrian Chong, Stefano Schiavon, Costas J. Spanos
2021 J jnl
DaDRA: A Python Library for Data-Driven Reachability Analysis.
CoRR
Jared Mejia, Alex Devonport, Murat Arcak
2021 — conf
Data-Driven Reachability Analysis with Christoffel Functions.
CDC
Alex Devonport, Forest Yang, Laurent El Ghaoui, Murat Arcak
2021 J jnl
Data-Driven Reachability Analysis with Christoffel Functions.
CoRR
Alex Devonport, Forest Yang, Laurent El Ghaoui, Murat Arcak
2021 J jnl
Data-Driven Reachability analysis and Support set Estimation with Christoffel Functions.
CoRR
Alex Devonport, Forest Yang, Laurent El Ghaoui, Murat Arcak
2021 — conf
Data-driven estimation of forward reachable sets.
CAADCPS@CPSIoTWeek
Alex Devonport, Murat Arcak
2021 — conf
Symbolic Abstractions From Data: A PAC Learning Approach.
CDC
Alex Devonport, Adnane Saoud, Murat Arcak
2021 J jnl
Symbolic Abstractions From Data: A PAC Learning Approach.
CoRR
Alex Devonport, Adnane Saoud, Murat Arcak
2020 — conf
Bayesian Safe Learning and Control with Sum-of-Squares Analysis and Polynomial Kernels.
CDC
Alex Devonport, He Yin, Murat Arcak
2020 J jnl
Bayesian Safe Learning and Control with Sum-of-Squares Analysis and Polynomial Kernels.
CoRR
Alex Devonport, He Yin, Murat Arcak
2020 C conf
Data-Driven Reachable Set Computation using Adaptive Gaussian Process Classification and Monte Carlo Methods.
ACC
Alex Devonport, Murat Arcak
2020 — conf
Estimating Reachable Sets with Scenario Optimization.
L4DC
Alex Devonport, Murat Arcak
2020 — conf
PIRK: Scalable Interval Reachability Analysis for High-Dimensional Nonlinear Systems.
CAV (1)
Alex Devonport, Mahmoud Khaled, Murat Arcak, Majid Zamani
2020 J jnl
PIRK: Scalable Interval Reachability Analysis for High-Dimensional Nonlinear Systems.
CoRR
Alex Devonport, Mahmoud Khaled, Murat Arcak, Majid Zamani
2020 — conf
Prospective Experiment for Reinforcement Learning on Demand Response in a Social Game Framework.
e-Energy
Lucas Spangher, Akash Gokul, Manan Khattar, Joseph Palakapilly, Akaash Tawade, Adam Bouyamourn, Alex Devonport, Costas J. Spanos
2019 J jnl
Data-Driven Reachable Set Computation using Adaptive Gaussian Process Classification and Monte Carlo Methods.
CoRR
Alex Devonport, Murat Arcak
2019 J jnl
TIRA: Toolbox for Interval Reachability Analysis.
CoRR
Pierre-Jean Meyer, Alex Devonport, Murat Arcak
2019 — conf
TIRA: toolbox for interval reachability analysis.
HSCC
Pierre-Jean Meyer, Alex Devonport, Murat Arcak