Anil Aswani

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 72

Top Topics

Imitation Learning

Integer Programming

Predictive Control

Top Venues

Publications

Muyan Jiang, Ying Chen, Xin Chen, Javad Lavaei, Anil Aswani
Optimal Contract Design for End-of-Life Care Payments. CoRR (2024)
Joo Seung Lee, Malini Mahendra, Anil Aswani
Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation. CoRR (2024)
Xin Chen, Sukanya Kudva, Yongzheng Dai, Anil Aswani, Chen Chen
Tensor Completion via Integer Optimization. CoRR (2024)
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) (2024)
Sukanya Kudva, Kshitij Kulkarni, Chinmay Maheshwari, Anil Aswani, S. Shankar Sastry
Understanding the Impact of Coalitions between EV Charging Stations. CoRR (2024)
Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka
Behavioral analytics for myopic agents. Eur. J. Oper. Res. 310 (2) (2023)
Ilgin Dogan, Zuo-Jun Max Shen, Anil Aswani
Estimating and Incentivizing Imperfect-Knowledge Agents with Hidden Rewards. CoRR (2023)
Ilgin Dogan, Zuo-Jun Max Shen, Anil Aswani
Repeated Principal-Agent Games with Unobserved Agent Rewards and Perfect-Knowledge Agents. CoRR (2023)
Wenhao Pan, Anil Aswani, Chen Chen
Accelerated non-negative tensor completion via integer programming. Frontiers Appl. Math. Stat. 9 (2023)
Sukanya Kudva, Anil Aswani
When would online platforms pay data dividends? ACC (2023)
Caleb Bugg, Chen Chen, Anil Aswani
Nonnegative Tensor Completion via Integer Optimization. NeurIPS (2022)
Yoon Lee, Anil Aswani
Optimally Designing Cybersecurity Insurance Contracts to Encourage the Sharing of Medical Data. CDC (2022)
Wenhao Pan, Anil Aswani, Chen Chen
Accelerated Nonnegative Tensor Completion via Integer Programming. CoRR (2022)
Yoon Lee, Anil Aswani
Optimally Designing Cybersecurity Insurance Contracts to Encourage the Sharing of Medical Data. CoRR (2022)
Sukanya Kudva, Anil Aswani
When would online platforms pay data dividends. CoRR (2022)
Ilgin Dogan, Zuo-Jun Max Shen, Anil Aswani
Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function. CoRR (2021)
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 (2021)
Caleb Bugg, Chen Chen, Anil Aswani
Nonnegative Tensor Completion via Integer Optimization. CoRR (2021)
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 (2021)
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) (2021)
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)
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) (2021)
John Audie Cabrera, Jhoanna Rhodette Pedrasa, Ando Mariot Radanielson, Anil Aswani
Mechanistic Crop Growth Model Predictive Control for Precision Irrigation in Rice. ECC (2021)
Caleb Bugg, Anil Aswani
Logarithmic sample bounds for Sample Average Approximation with capacity- or budget-constraints. Oper. Res. Lett. 49 (2) (2021)
Rishi Balakrishnan, Stephen Sloan, Anil Aswani
Protecting Anonymous Speech: A Generative Adversarial Network Methodology for Removing Stylistic Indicators in Text. CoRR (2021)
Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka
Nonstationary Bandits with Habituation and Recovery Dynamics. Oper. Res. 68 (5) (2020)
Matt Olfat, Stephen Sloan, Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani
Covariance-Robust Dynamic Watermarking. CDC (2020)
Pedro Hespanhol, Anil Aswani
Hypothesis Testing Approach to Detecting Collusion in Competitive Environments. CoRR (2020)
Pedro Hespanhol, Anil Aswani
Statistical Consistency of Set-Membership Estimator for Linear Systems. IEEE Control. Syst. Lett. 4 (3) (2020)
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)
Matt Olfat, Anil Aswani
Average Margin Regularization for Classifiers. CDC (2020)
Pedro Hespanhol, Anil Aswani
Hypothesis Testing Approach to Detecting Collusion in Competitive Environments. VALUETOOLS (2020)
Matt Olfat, Stephen Sloan, Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani
Covariance-Robust Dynamic Watermarking. CoRR (2020)
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 (2020)
Anil Aswani
Statistics with set-valued functions: applications to inverse approximate optimization. Math. Program. 174 (1-2) (2019)
Pedro Hespanhol, Anil Aswani
Surrogate Optimal Control for Strategic Multi-Agent Systems. CDC (2019)
Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani
Sensor Switching Control Under Attacks Detectable by Finite Sample Dynamic Watermarking Tests. CoRR (2019)
Matthew Porter, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan
Detecting Generalized Replay Attacks via Time-Varying Dynamic Watermarking. CoRR (2019)
Pedro Hespanhol, Anil Aswani
Surrogate Optimal Control for Strategic Multi-Agent Systems. CoRR (2019)
Matt Olfat, Anil Aswani
Convex Formulations for Fair Principal Component Analysis. AAAI (2019)
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) (2019)
Anil Aswani, Zuo-Jun Max Shen, Auyon Siddiq
Data-Driven Incentive Design in the Medicare Shared Savings Program. Oper. Res. 67 (4) (2019)
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)
Matthew Porter, Arnav Joshi, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan
Simulation and Real-World Evaluation of Attack Detection Schemes. ACC (2019)
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)
Anil Aswani, Philip M. Kaminsky, Yonatan Mintz, Elena Flowers, Yoshimi Fukuoka
Behavioral modeling in weight loss interventions. Eur. J. Oper. Res. 272 (3) (2019)
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) (2019)
Yonatan Mintz, John Audie Cabrera, Jhoanna Rhodette Pedrasa, Anil Aswani
Control Synthesis for Bilevel Linear Model Predictive Control. ACC (2018)
Matt Olfat, Anil Aswani
Spectral Algorithms for Computing Fair Support Vector Machines. AISTATS (2018)
John Audie Cabrera, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani
Designing Real-Time Prices to Reduce Load Variability with HVAC. ACC (2018)
Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani
Statistical Watermarking for Networked Control Systems. ACC (2018)
Matt Olfat, Anil Aswani
Convex Formulations for Fair Principal Component Analysis. CoRR (2018)
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)
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)
Anil Aswani, Zuo-Jun Max Shen, Auyon Siddiq
Inverse Optimization with Noisy Data. Oper. Res. 66 (3) (2018)
Pedro Hespanhol, Anil Aswani
Family-Personalized Dietary Planning with Temporal Dynamics. ACC (2018)
Aurelien Ouattara, Anil Aswani
Duality Approach to Bilevel Programs with a Convex Lower Level. ACC (2018)
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)
Matthew Porter, Arnav Joshi, Pedro Hespanhol, Anil Aswani, Matthew Johnson-Roberson, Ram Vasudevan
Simulation and Real-World Evaluation of Attack Detection Schemes. CoRR (2018)
Matt Olfat, Anil Aswani
Average Margin Regularization for Classifiers. CoRR (2018)
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 (2018)
Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani
Dynamic watermarking for general LTI systems. CDC (2017)
Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka
Non-Stationary Bandits with Habituation and Recovery Dynamics. CoRR (2017)
Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani
Statistical Watermarking for Networked Control Systems. CoRR (2017)
Yonatan Mintz, Zuo-Jun Max Shen, Anil Aswani
Local Water Storage Control for the Developing World. CoRR (2017)
Yonatan Mintz, Zuo-Jun Max Shen, Anil Aswani
Local water storage control for the developing world. CDC (2017)
John Audie Cabrera, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani
Designing Real-Time Prices to Reduce Load Variability with HVAC. CoRR (2017)
Matt Olfat, Anil Aswani
Spectral Algorithms for Computing Fair Support Vector Machines. CoRR (2017)
Pedro Hespanhol, Matthew Porter, Ram Vasudevan, Anil Aswani
Dynamic Watermarking for General LTI Systems. CoRR (2017)
Yonatan Mintz, Anil Aswani
Polynomial-time approximation for nonconvex optimization problems with an L1-constraint. CDC (2017)
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)
Anil Aswani
Low-Rank Approximation and Completion of Positive Tensors. SIAM J. Matrix Anal. Appl. 37 (3) (2016)
Anil Aswani
Positive Low-Rank Tensor Completion. CoRR (2014)
Anil Aswani, Patrick Bouffard, Xiaojing Zhang, Claire J. Tomlin
Practical Comparison of Optimization Algorithms for Learning-Based MPC with Linear Models. CoRR (2014)
Anil Aswani, Humberto González, S. Shankar Sastry, Claire J. Tomlin
Provably safe and robust learning-based model predictive control. Autom. 49 (5) (2013)
Anil Aswani, Neal Master, Jay Taneja, Andrew Krioukov, David E. Culler, Claire J. Tomlin
Quantitative methods for comparing different HVAC control schemes. VALUETOOLS (2012)
Anil Aswani, Humberto González, Shankar Sastry, Claire J. Tomlin
Statistical Results on Filtering and Epi-convergence for Learning-Based Model Predictive Control CoRR (2012)
Anil Aswani, Claire J. Tomlin
Incentive Design for Efficient Building Quality of Service CoRR (2012)
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)
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)
Anil Aswani, Claire J. Tomlin
Incentive design for efficient building quality of service. Allerton Conference (2012)
Anil Aswani, Patrick Bouffard, Claire J. Tomlin
Extensions of learning-based model predictive control for real-time application to a quadrotor helicopter. ACC (2012)
Anil Aswani, Neal Master, Jay Taneja, Andrew Krioukov, David E. Culler, Claire J. Tomlin
Energy-Efficient Building HVAC Control Using Hybrid System LBMPC CoRR (2012)
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) (2012)
Patrick Bouffard, Anil Aswani, Claire J. Tomlin
Learning-based model predictive control on a quadrotor: Onboard implementation and experimental results. ICRA (2012)
Anil Aswani, Neal Master, Jay Taneja, Andrew Krioukov, David E. Culler, Claire J. Tomlin
Quantitative Methods for Comparing Different HVAC Control Schemes CoRR (2012)
Anil Aswani, Humberto González, Shankar S. Sastry, Claire J. Tomlin
Provably Safe and Robust Learning-Based Model Predictive Control CoRR (2011)
Anil Aswani, Claire J. Tomlin
Game-theoretic routing of GPS-assisted vehicles for energy efficiency. ACC (2011)
Anil Aswani, Claire J. Tomlin
Computer-aided drug discovery for pathway and genetic diseases. CDC (2010)
Anil Aswani, Soile V. E. Keränen, James Brown, Charless C. Fowlkes, David W. Knowles, Mark D. Biggin, Peter Bickel, Claire J. Tomlin
Nonparametric identification of regulatory interactions from spatial and temporal gene expression data. BMC Bioinform. 11 (2010)
Anil Aswani, Peter Bickel, Claire J. Tomlin
Statistics for sparse, high-dimensional, and nonparametric system identification. ICRA (2009)
Anil Aswani, Nicholas Boyd, Claire J. Tomlin
Graph-theoretic topological control of biological genetic networks. ACC (2009)
Anil Aswani, Harendra Guturu, Claire J. Tomlin
System identification of hunchback protein patterning in early drosophila embryogenesis. CDC (2009)
Anil Aswani, Claire J. Tomlin
Monotone Piecewise Affine Systems. IEEE Trans. Autom. Control. 54 (8) (2009)
Anil Aswani, Claire J. Tomlin
Topology based control of biological genetic networks. CDC (2008)
Anil Aswani, Claire J. Tomlin
Reachability Algorithm for Biological Piecewise-Affine Hybrid Systems. HSCC (2007)