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2020 – today
- 2024
[j22]Ilgin Dogan
, Zuo-Jun Max Shen, Anil Aswani:
Regret Analysis of Learning-Based MPC With Partially Unknown Cost Function. IEEE Trans. Autom. Control. 69(5): 3246-3253 (2024)- [i37]Xin Chen, Sukanya Kudva, Yongzheng Dai, Anil Aswani, Chen Chen:
Tensor Completion via Integer Optimization. CoRR abs/2402.05141 (2024) - [i36]Muyan Jiang, Ying Chen, Xin Chen, Javad Lavaei, Anil Aswani:
Optimal Contract Design for End-of-Life Care Payments. CoRR abs/2403.15099 (2024) - [i35]Joo Seung Lee, Malini Mahendra, Anil Aswani:
Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation. CoRR abs/2404.03105 (2024) - [i34]Sukanya Kudva, Kshitij Kulkarni, Chinmay Maheshwari, Anil Aswani, S. Shankar Sastry:
Understanding the Impact of Coalitions between EV Charging Stations. CoRR abs/2404.03919 (2024) - 2023
- [j21]Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka:
Behavioral analytics for myopic agents. Eur. J. Oper. Res. 310(2): 793-811 (2023) - [j20]Wenhao Pan, Anil Aswani, Chen Chen:
Accelerated non-negative tensor completion via integer programming. Frontiers Appl. Math. Stat. 9 (2023) - [c37]Sukanya Kudva, Anil Aswani:
When would online platforms pay data dividends? ACC 2023: 1692-1697 - [i33]Ilgin Dogan, Zuo-Jun Max Shen, Anil Aswani:
Repeated Principal-Agent Games with Unobserved Agent Rewards and Perfect-Knowledge Agents. CoRR abs/2304.07407 (2023) - [i32]Ilgin Dogan, Zuo-Jun Max Shen, Anil Aswani:
Estimating and Incentivizing Imperfect-Knowledge Agents with Hidden Rewards. CoRR abs/2308.06717 (2023) - 2022
- [c36]Yoon Lee, Anil Aswani:
Optimally Designing Cybersecurity Insurance Contracts to Encourage the Sharing of Medical Data. CDC 2022: 6782-6787 - [c35]Caleb Bugg, Chen Chen, Anil Aswani:
Nonnegative Tensor Completion via Integer Optimization. NeurIPS 2022 - [i31]Yoon Lee, Anil Aswani:
Optimally Designing Cybersecurity Insurance Contracts to Encourage the Sharing of Medical Data. CoRR abs/2204.06549 (2022) - [i30]Sukanya Kudva, Anil Aswani:
When would online platforms pay data dividends. CoRR abs/2210.01900 (2022) - [i29]Wenhao Pan, Anil Aswani, Chen Chen:
Accelerated Nonnegative Tensor Completion via Integer Programming. CoRR abs/2211.15770 (2022) - 2021
- [j19]Jonathan N. Lee, Michael Laskey, Ajay Kumar Tanwani, Anil Aswani, Ken Goldberg:
Dynamic regret convergence analysis and an adaptive regularization algorithm for on-policy robot imitation learning. Int. J. Robotics Res. 40(10-11) (2021) - [j18]Caleb Bugg, Anil Aswani:
Logarithmic sample bounds for Sample Average Approximation with capacity- or budget-constraints. Oper. Res. Lett. 49(2): 231-238 (2021) - [j17]Matthew Porter, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ramanarayan Vasudevan:
Detecting Generalized Replay Attacks via Time-Varying Dynamic Watermarking. IEEE Trans. Autom. Control. 66(8): 3502-3517 (2021) - [j16]Pedro Hespanhol, Matthew Porter, Ramanarayan Vasudevan, Anil Aswani:
Sensor Switching Control Under Attacks Detectable by Finite Sample Dynamic Watermarking Tests. IEEE Trans. Autom. Control. 66(10): 4560-4574 (2021) - [c34]John Audie Cabrera, Jhoanna Rhodette Pedrasa, Ando Mariot Radanielson, Anil Aswani:
Mechanistic Crop Growth Model Predictive Control for Precision Irrigation in Rice. ECC 2021: 1243-1248 - [i28]Matthew Porter, Arnav Joshi, Sidhartha Dey, Qirui Wu, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan:
Resilient Control of Platooning Networked Robitic Systems via Dynamic Watermarking. CoRR abs/2106.07541 (2021) - [i27]Ilgin Dogan, Zuo-Jun Max Shen, Anil Aswani:
Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function. CoRR abs/2108.02307 (2021) - [i26]Rishi Balakrishnan, Stephen Sloan, Anil Aswani:
Protecting Anonymous Speech: A Generative Adversarial Network Methodology for Removing Stylistic Indicators in Text. CoRR abs/2110.09495 (2021) - [i25]Caleb Bugg, Chen Chen, Anil Aswani:
Nonnegative Tensor Completion via Integer Optimization. CoRR abs/2111.04580 (2021) - [i24]Luca Pion-Tonachini, Kristofer E. Bouchard, Héctor García Martín, Sean Peisert, W. Bradley Holtz, Anil Aswani, Dipankar Dwivedi, Haruko M. Wainwright, Ghanshyam Pilania, Benjamin Nachman, Babetta L. Marrone, Nicola Falco, Prabhat, Daniel B. Arnold, Alejandro Wolf-Yadlin, Sarah Powers, Sharlee Climer, Quinn Jackson, Ty Carlson, Michael Sohn, Petrus H. Zwart, Neeraj Kumar, Amy Justice, Claire J. Tomlin, Daniel A. Jacobson, Gos Micklem, Georgios V. Gkoutos, Peter J. Bickel, Jean-Baptiste Cazier, Juliane Müller, Bobbie-Jo Webb-Robertson, Rick Stevens, Mark Anderson, Kenneth Kreutz-Delgado, Michael W. Mahoney, James B. Brown:
Learning from learning machines: a new generation of AI technology to meet the needs of science. CoRR abs/2111.13786 (2021) - 2020
- [j15]Pedro Hespanhol, Anil Aswani:
Statistical Consistency of Set-Membership Estimator for Linear Systems. IEEE Control. Syst. Lett. 4(3): 668-673 (2020) - [j14]Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka:
Nonstationary Bandits with Habituation and Recovery Dynamics. Oper. Res. 68(5): 1493-1516 (2020) - [c33]Matthew Porter, Sidhartha Dey, Arnav Joshi, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan:
Detecting Deception Attacks on Autonomous Vehicles via Linear Time-Varying Dynamic Watermarking. CCTA 2020: 1-8 - [c32]Matt Olfat, Anil Aswani:
Average Margin Regularization for Classifiers. CDC 2020: 3194-3199 - [c31]Matt Olfat, Stephen Sloan, Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani:
Covariance-Robust Dynamic Watermarking. CDC 2020: 3793-3799 - [c30]Pedro Hespanhol, Anil Aswani:
Hypothesis Testing Approach to Detecting Collusion in Competitive Environments. VALUETOOLS 2020: 35-40 - [i23]Matthew Porter, Sidhartha Dey, Arnav Joshi, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan:
Detecting Deception Attacks on Autonomous Vehicles via Linear Time-Varying Dynamic Watermarking. CoRR abs/2001.09859 (2020) - [i22]Pedro Hespanhol, Anil Aswani:
Hypothesis Testing Approach to Detecting Collusion in Competitive Environments. CoRR abs/2003.09967 (2020) - [i21]Matt Olfat, Stephen Sloan, Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani:
Covariance-Robust Dynamic Watermarking. CoRR abs/2003.13908 (2020)
2010 – 2019
- 2019
- [j13]Anne Miller, Anil Aswani, Mo Zhou, Matthew B. Weinger, Jason Slagle, Daniel J. France:
Using telephone call rates and nurse-to-patient ratios as measures of resilient performance under high patient flow conditions. Cogn. Technol. Work. 21(2): 225-236 (2019) - [j12]Anil Aswani, Philip M. Kaminsky, Yonatan Mintz, Elena Flowers, Yoshimi Fukuoka:
Behavioral modeling in weight loss interventions. Eur. J. Oper. Res. 272(3): 1058-1072 (2019) - [j11]Anil Aswani, Zuo-Jun Max Shen, Auyon Siddiq:
Data-Driven Incentive Design in the Medicare Shared Savings Program. Oper. Res. 67(4): 1002-1026 (2019) - [j10]Mo Zhou, Yoshimi Fukuoka, Ken Goldberg, Eric Vittinghoff, Anil Aswani:
Applying machine learning to predict future adherence to physical activity programs. BMC Medical Informatics Decis. Mak. 19(1): 169:1-169:11 (2019) - [j9]Anil Aswani:
Statistics with set-valued functions: applications to inverse approximate optimization. Math. Program. 174(1-2): 225-251 (2019) - [j8]Margaret P. Chapman, Tyler T. Risom, Anil Aswani, Ellen M. Langer, Rosalie C. Sears, Claire J. Tomlin:
Modeling differentiation-state transitions linked to therapeutic escape in triple-negative breast cancer. PLoS Comput. Biol. 15(3) (2019) - [j7]Margaret P. Chapman, Tyler T. Risom, Anil Aswani, Ellen M. Langer, Rosalie C. Sears, Claire J. Tomlin:
Correction: Modeling differentiation-state transitions linked to therapeutic escape in triple-negative breast cancer. PLoS Comput. Biol. 15(10) (2019) - [c29]Matt Olfat, Anil Aswani:
Convex Formulations for Fair Principal Component Analysis. AAAI 2019: 663-670 - [c28]Matthew Porter, Arnav Joshi, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan:
Simulation and Real-World Evaluation of Attack Detection Schemes. ACC 2019: 551-558 - [c27]Pedro Hespanhol, Anil Aswani:
Surrogate Optimal Control for Strategic Multi-Agent Systems. CDC 2019: 2802-2807 - [i20]Pedro Hespanhol, Anil Aswani:
Surrogate Optimal Control for Strategic Multi-Agent Systems. CoRR abs/1903.07559 (2019) - [i19]Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani:
Sensor Switching Control Under Attacks Detectable by Finite Sample Dynamic Watermarking Tests. CoRR abs/1909.00014 (2019) - [i18]Matthew Porter, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan:
Detecting Generalized Replay Attacks via Time-Varying Dynamic Watermarking. CoRR abs/1909.08111 (2019) - 2018
- [j6]Anil Aswani, Zuo-Jun Max Shen, Auyon Siddiq:
Inverse Optimization with Noisy Data. Oper. Res. 66(3): 870-892 (2018) - [c26]Matt Olfat, Anil Aswani:
Spectral Algorithms for Computing Fair Support Vector Machines. AISTATS 2018: 1933-1942 - [c25]Aurelien Ouattara, Anil Aswani:
Duality Approach to Bilevel Programs with a Convex Lower Level. ACC 2018: 1388-1395 - [c24]Pedro Hespanhol, Anil Aswani:
Family-Personalized Dietary Planning with Temporal Dynamics. ACC 2018: 2163-2169 - [c23]Yonatan Mintz, John Audie Cabrera, Jhoanna Rhodette Pedrasa, Anil Aswani:
Control Synthesis for Bilevel Linear Model Predictive Control. ACC 2018: 2338-2343 - [c22]Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani:
Statistical Watermarking for Networked Control Systems. ACC 2018: 5467-5472 - [c21]John Audie Cabrera, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani:
Designing Real-Time Prices to Reduce Load Variability with HVAC. ACC 2018: 6170-6175 - [c20]Christian Rabbi Garaza, Pedro Hespanhol, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani:
Impact of Occupancy Modeling and Horizon Length on HVAC Controller Efficiency. ECC 2018: 1-7 - [c19]Mo Zhou, Yonatan Mintz, Yoshimi Fukuoka, Ken Goldberg, Elena Flowers, Philip M. Kaminsky, Alejandro Castillejo, Anil Aswani:
Personalizing Mobile Fitness Apps using Reinforcement Learning. IUI Workshops 2018 - [c18]Jonathan N. Lee, Michael Laskey, Ajay Kumar Tanwani, Anil Aswani, Ken Goldberg:
A Dynamic Regret Analysis and Adaptive Regularization Algorithm for On-Policy Robot Imitation Learning. WAFR 2018: 212-227 - [i17]Matt Olfat, Anil Aswani:
Convex Formulations for Fair Principal Component Analysis. CoRR abs/1802.03765 (2018) - [i16]Matt Olfat, Anil Aswani:
Average Margin Regularization for Classifiers. CoRR abs/1810.03773 (2018) - [i15]Matthew Porter, Arnav Joshi, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan:
Simulation and Real-World Evaluation of Attack Detection Schemes. CoRR abs/1810.07773 (2018) - [i14]Jonathan Lee, Michael Laskey, Ajay Kumar Tanwani, Anil Aswani, Ken Goldberg:
A Dynamic Regret Analysis and Adaptive Regularization Algorithm for On-Policy Robot Imitation Learning. CoRR abs/1811.02184 (2018) - 2017
- [c17]Yonatan Mintz, Anil Aswani:
Polynomial-time approximation for nonconvex optimization problems with an L1-constraint. CDC 2017: 682-687 - [c16]Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani:
Dynamic watermarking for general LTI systems. CDC 2017: 1834-1839 - [c15]Yonatan Mintz, Zuo-Jun Max Shen, Anil Aswani:
Local water storage control for the developing world. CDC 2017: 5074-5079 - [i13]Yonatan Mintz, Zuo-Jun Max Shen, Anil Aswani:
Local Water Storage Control for the Developing World. CoRR abs/1703.07528 (2017) - [i12]Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani:
Dynamic Watermarking for General LTI Systems. CoRR abs/1703.07760 (2017) - [i11]Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka:
Non-Stationary Bandits with Habituation and Recovery Dynamics. CoRR abs/1707.08423 (2017) - [i10]Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani:
Statistical Watermarking for Networked Control Systems. CoRR abs/1709.08617 (2017) - [i9]John Audie Cabrera, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani:
Designing Real-Time Prices to Reduce Load Variability with HVAC. CoRR abs/1709.10485 (2017) - [i8]Matt Olfat, Anil Aswani:
Spectral Algorithms for Computing Fair Support Vector Machines. CoRR abs/1710.05895 (2017) - 2016
- [j5]Anil Aswani:
Low-Rank Approximation and Completion of Positive Tensors. SIAM J. Matrix Anal. Appl. 37(3): 1337-1364 (2016) - [c14]Margaret P. Chapman, Tyler T. Risom, Anil Aswani, Roel Dobbe, Rosalie C. Sears, Claire J. Tomlin:
A model of phenotypic state dynamics initiates a promising approach to control heterogeneous malignant cell populations. CDC 2016: 2481-2487 - 2014
- [i7]Anil Aswani, Patrick Bouffard, Xiaojing Zhang, Claire J. Tomlin:
Practical Comparison of Optimization Algorithms for Learning-Based MPC with Linear Models. CoRR abs/1404.2843 (2014) - [i6]Anil Aswani:
Positive Low-Rank Tensor Completion. CoRR abs/1412.0620 (2014) - 2013
- [j4]Anil Aswani, Humberto González, S. Shankar Sastry, Claire J. Tomlin:
Provably safe and robust learning-based model predictive control. Autom. 49(5): 1216-1226 (2013) - 2012
- [j3]Anil Aswani, Neal Master, Jay Taneja, David E. Culler, Claire J. Tomlin:
Reducing Transient and Steady State Electricity Consumption in HVAC Using Learning-Based Model-Predictive Control. Proc. IEEE 100(1): 240-253 (2012) - [c13]Anil Aswani, Claire J. Tomlin:
Incentive design for efficient building quality of service. Allerton Conference 2012: 90-97 - [c12]Anil Aswani, Neal Master, Jay Taneja, Virginia Smith, Andrew Krioukov, David E. Culler, Claire J. Tomlin:
Identifying models of HVAC systems using semiparametric regression. ACC 2012: 3675-3680 - [c11]Anil Aswani, Patrick Bouffard, Claire J. Tomlin:
Extensions of learning-based model predictive control for real-time application to a quadrotor helicopter. ACC 2012: 4661-4666 - [c10]Anil Aswani, Jerry Ding, Haomiao Huang, Michael P. Vitus, Jeremy H. Gillula, Patrick Bouffard, Claire J. Tomlin:
Verification and control of hybrid systems using reachability analysis with machine learning. HSCC 2012: 1-2 - [c9]Patrick Bouffard, Anil Aswani, Claire J. Tomlin:
Learning-based model predictive control on a quadrotor: Onboard implementation and experimental results. ICRA 2012: 279-284 - [c8]Anil Aswani, Neal Master, Jay Taneja, Andrew Krioukov, David E. Culler, Claire J. Tomlin:
Quantitative methods for comparing different HVAC control schemes. VALUETOOLS 2012: 326-332 - [i5]Anil Aswani, Neal Master, Jay Taneja, Andrew Krioukov, David E. Culler, Claire J. Tomlin:
Energy-Efficient Building HVAC Control Using Hybrid System LBMPC. CoRR abs/1204.4717 (2012) - [i4]Anil Aswani, Neal Master, Jay Taneja, Andrew Krioukov, David E. Culler, Claire J. Tomlin:
Quantitative Methods for Comparing Different HVAC Control Schemes. CoRR abs/1205.6114 (2012) - [i3]Anil Aswani, Claire J. Tomlin:
Incentive Design for Efficient Building Quality of Service. CoRR abs/1207.2515 (2012) - [i2]Anil Aswani, Humberto González, S. Shankar Sastry, Claire J. Tomlin:
Statistical Results on Filtering and Epi-convergence for Learning-Based Model Predictive Control. CoRR abs/1208.0864 (2012) - 2011
- [c7]Anil Aswani, Claire J. Tomlin:
Game-theoretic routing of GPS-assisted vehicles for energy efficiency. ACC 2011: 3375-3380 - [i1]Anil Aswani, Humberto González, S. Shankar Sastry, Claire J. Tomlin:
Provably Safe and Robust Learning-Based Model Predictive Control. CoRR abs/1107.2487 (2011) - 2010
- [j2]Anil Aswani, Soile V. E. Keränen, James Brown, Charless C. Fowlkes, David W. Knowles, Mark D. Biggin, Peter J. Bickel, Claire J. Tomlin:
Nonparametric identification of regulatory interactions from spatial and temporal gene expression data. BMC Bioinform. 11: 413 (2010) - [c6]Anil Aswani, Claire J. Tomlin:
Computer-aided drug discovery for pathway and genetic diseases. CDC 2010: 4709-4714
2000 – 2009
- 2009
- [j1]Anil Aswani, Claire J. Tomlin:
Monotone Piecewise Affine Systems. IEEE Trans. Autom. Control. 54(8): 1913-1918 (2009) - [c5]Anil Aswani, Nicholas Boyd, Claire J. Tomlin:
Graph-theoretic topological control of biological genetic networks. ACC 2009: 1700-1705 - [c4]Anil Aswani, Harendra Guturu, Claire J. Tomlin:
System identification of hunchback protein patterning in early drosophila embryogenesis. CDC 2009: 7723-7728 - [c3]Anil Aswani, Peter J. Bickel, Claire J. Tomlin:
Statistics for sparse, high-dimensional, and nonparametric system identification. ICRA 2009: 2133-2138 - 2008
- [c2]Anil Aswani, Claire J. Tomlin:
Topology based control of biological genetic networks. CDC 2008: 781-786 - 2007
- [c1]Anil Aswani, Claire J. Tomlin:
Reachability Algorithm for Biological Piecewise-Affine Hybrid Systems. HSCC 2007: 633-636
Coauthor Index
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