2020 - 2016
2020
S. Shekhar, T. Javidi, and M. Ghavamzadeh. Adaptive Sampling for Estimating Probability Distributions. In Proceedings of the International Conference on Machine Learning (ICML), November 2020
M. Javaheripi, M. Samragh, G. Fields, T. Javidi, and F. Koushanfar. CLEANN: Accelerated Trojan Shield for Embedded Neural Networks. In Proceedings of the IEEE/ACM International Conference on Computer Aided Design (ICCAD), November 2020
M.J. Khojasteh, A. Khina, M. Franceschetti, and T. Javidi. Learning-based Attacks in Cyber-physical Systems. In IEEE Transactions on Control of Network Systems, September 2020
M. Javaheripi, M. Samragh, B.D. Rouhani, T. Javidi, and F. Koushanfar. CuRTAIL: ChaRacterizing and Thwarting Adversarial Deep Learning. In IEEE Transactions on Dependable and Secure Computing, September 2020
N. Ronquillo and T. Javidi. Measurement Dependent Noisy Search with Stochastic Coefficients. In Proceedings of the 2020 IEEE International Symposium on Information Theory (ISIT), June 2020
S. Shekhar, M. Ghavamzadeh, and T. Javidi. Active Learning for Classification with Abstention. In Proceedings of the 2020 IEEE International Symposium on Information Theory (ISIT), June 2020
M. Javaheripi, M. Samragh, T. Javidi, and F. Koushanfar. AdaNS: Adaptive Non-uniform Sampling for Automated Design of Compact DNNs. In IEEE Journal of Selected Topics in Signal Processing, May 2020
2019
N. Ronquillo, S.E. Chiu, and T. Javidi. Sequential Learning of CSI for MmWave Initial Alignment. In Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, November 2019
S.E. Chiu, N. Ronquillo, and T. Javidi. Active Learning and CSI Acquisition for MmWave Initial Alignment. In IEEE Journal on Selected Areas in Communications. Vol 37. Issue 11. August 2019
A. Lalitha, A. Khina, T. Javidi, and V. Kostina. Real-time Binary Posterior Matching. In Proceedings of the IEEE International Symposium on Information Theory (ISIT), July 2019
G. Quer, T. Aktas, F. Librino, T. Javidi, and R.R. Rao. A Wireless Vehicle-based Mobile Network Infrastructure Designed for Smarter Cities. In Ad Hoc Networks. Vol 85. March 2019
C.H. Wang, J. Llorca, A.M. Tulino, and T. Javidi. Dynamic Cloud Network Control Under Reconfiguration Delay and Cost. In IEEE/ACM Transactions on Networking. Vol 27. Issue 2. April 2019
S. Yan, K. Chaudhuri, and T. Javidi. The Label Complexity of Active Learning From Observational Data. In Proceedings of Advances in Neural Information Processing Systems (NeurIPS), 2019
Y. Meng, Y. Lu, A. Raj, S. Sunarjo, R. Guo, T. Javidi, G. Bansal, and D. Bharadia. Signet: Semantic Instance Aided Unsupervised 3D Geometry Perception. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
M.J. Khojasteh, A. Khina, M. Franceschetti, and T. Javidi. Authentication of Cyber-Physical Systems Under Learning-Based Attack. In IFAC-PapersOnLine. Vol 52. Issue 20. 2019
2018
W. Wang, C.H. Wang, and T. Javidi. Reliable Shortest Path Routing with Applications to Wireless Software-Defined Networking. In Proceedings of IEEE Global Communications Conference (GLOBECOM), December 2018
B.D. Rouhani, M. Samragh, M. Javaheripi, T. Javidi, and F. Koushanfar. Deepfense: Online Accelerated Defense Against Adversarial Attacks. In Proceedings of the IEEE/ACM International Conference on Computer-Aided Design (ICCAD), November 2018
S. Shekhar and T. Javidi. Gaussian Process Bandits with Adaptive Discretization. In Electronic Journal of Statistics. Vol 12. Issue 2. 2018
Y. Lu, Z. Wang, Z. Tang, and T. Javidi. Target Localization with Drones using Mobile CNNs. to be presented and appear in Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 2018
S. Yan, K. Chaudhuri and T. Javidi. Active Learning with Logged Data. In Proceedings of the Thirty-fifth International Conference on Machine Learning (ICML), July 2018
S. Chiu, A. Lalitha, and T. Javidi. Bit-wise Sequential Coding with Feedback. In Proceedings of the IEEE International Symposium on Information Theory (ISIT), June 2018
A. Lalitha, A.D. Sarwate, T. Javidi. Social Learning and Distributed Hypothesis Testing. Accepted for Publication in IEEE Transactions on Information Theory
A. Lalitha, N. Ronquillo, and T. Javidi. Improved Target Acquisition Rates with Feedback Codes. Accepted for Publication in Journal of Selected Topics in Signal Processing
Y. Kaspi, O. Shayevitz, and T. Javidi. Searching with Measurement Dependent Noise. in IEEE Transactions on Information Theory. Vol 64. Issue 4. April 2018
2017
M. Alizadeh, H-T. Wai, M. Chowdhury, A. Goldsmith, A. Scaglione, T. Javidi. Optimal Pricing to Manage Electric Vehicles in Coupled Power and Transportation Networks. IEEE Transactions on Control of Network Systems. Vol 4., No 4., December 2017
A. Lalitha, and T. Javidi. Learning over Networks via Active Hypothesis Testing. in the Proceedings of IEEE Information Theory Workshop (ITW). October 2017
S. Shekhar and T. Javidi. Bayesian Function Optimization with Adaptive Discretization. in Proceedings of 55th Annual Allerton Conference on Communication, Control and Computing, October 2017
Y. Lu, A. Kumar, S. Zhai, Y. Cheng, T. Javidi, R. Feris. Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification. to appear in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017. [spotlight]
A. Lalitha, N. Ronquillo, and T. Javidi. Measurement Dependent Noisy Search: The Gaussian Case. in the Proceedings of IEEE International Symposium in Information Theory (ISIT). June 2017
M. Rao, T. Javidi, Y. C. Eldar, A. Goldsmith. Fundamental Estimation Limits in Autoregressive Processes with Compressive Measurements. in the Proceedings of IEEE International Symposium in Information Theory (ISIT). June 2017
C. Wang, S.T. Maguluri, and T. Javidi. Heavy Traffic Queue Length Behavior in Switches with Reconfiguration Delay. in the Proceedings of IEEE International Conference on Computer Communication (INFOCOM). May 2017
M. Rao, T. Javidi, Y. C. Eldar, and A. Goldsmith. Estimation in Autoregressive Processes with Partial Observation. in the Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). March 2017
2016
T. Javidi. Information Acquisition and Sequential Belief Refinement. in Proceedings of 2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, 2016 [Invited Tutorial]
S. Yan, K. Chaudhuri, and T. Javidi. Active Learning from Imperfect Labelers. in Proceedings of the Neural Information Processing Systems (NIPS), December 2016.
T. Aktas, G.Quer, T. Javidi, R.R. Rao. From Connected Vehicles to Mobile Relays: Enhanced Wireless Infrastructure for Smarter Cities, in the Proceedings of IEEE GLOBECOM 2016, December 2016.
M. Rao, A. Kipnis, T. Javidi, Y. Eldar, and A. Goldsmith. System Identification from Partial Samples: Non-Asymptotic Analysis. in the Proceedings of 55th IEEE Conference on Decision and Control. December 2016
N. Ronquillo and T. Javidi. Multi-band Noisy Spectrum Sensing with Codebooks. in the Proceedings of the 50th Asilomar Conference on on Signals, Systems, and Computers. November 2016 [invited]
Y. Lu, T. Javidi, and S. Lazebnik. Adaptive Object Detection Using Adjacency and Zoom Prediction. in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2016. [spotlight] [Arxiv]
S. Chiu and T. Javidi. Sequential Measurement-Dependent Noisy Search. Proceedings of IEEE Information Theory Workshop (ITW), September 2016
A. Lalitha and T. Javidi. Reliability of Sequential Hypothesis Testing Can Be Achieved by an Almost-Fixed-Length Test. in Proceedings of the IEEE International Symposium on Information Theory (ISIT), July 2016.
M. Alizadeh, H-T. Wai, M. Chowdhury, A. Goldsmith, A. Scaglione, T. Javidi. Optimal Pricing to Manage Electric Vehicles in Coupled Power and Transportation Networks. to appear in IEEE Transactions on Control of Network Systems
A. Lalitha, T. Javidi, and A. Sarwate Social Learning and Distributed Hypothesis Testing [Arxiv]
M. Chowdhury, M. Rao, Y. Zhao, T. Javidi, A. Goldsmith. Benefits of Storage Control for Wind Power Producers in Power Markets. to appear in IEEE Transaction on Sustainable Energy
A. Bhorkar, M. Naghshvar, and T. Javidi. Opportunistic Routing with Congestion Diversity in Wireless Ad-hoc Networks. IEEE Transaction on Networking. Issue 2, April 2016
M. Mousavi, L. Duan, T. Javidi, and A. K. Ellerbee Bowden. Iterative re-weighted approach to high-resolution optical coherence tomography with narrow-band sources. Optics Express. Vol 24. Issue: 2. February 2016