Electrical and Computer Engineering

Research Output 1968 2020

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Conference contribution
2019

11.2 A CMOS Biosensor Array with 1024 3-Electrode Voltammetry Pixels and 93dB Dynamic Range

Manickam, A., You, K. D., Wood, N., Pei, L., Liu, Y., Singh, R., Gamini, N., Shahrjerdi, D., Kuimelis, R. G. & Hassibi, A., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 192-194 3 p. 8662507. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Voltammetry
Biosensors
Pixels
Electrodes
Chemical stability

3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation

Duan, C., Chen, S. & Kovacevic, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8553-8557 5 p. 8682812. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Deep neural networks
Experiments
Deep learning

A Concentration of Measure Approach to Database De-anonymization

Shirani, F., Garg, S. & Erkip, E., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2748-2752 5 p. 8849392. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concentration of Measure
Necessary Conditions
Law of large numbers
Joint Distribution
Converse

A damage localization and quantification algorithm for indirect structural health monitoring of bridges using multi-task learning

Liu, J., Bergés, M., Bielak, J., Garrett, J. H., Kovacevic, J. & Noh, H. Y., May 8 2019, 45th Annual Review of Progress in Quantitative Nondestructive Evaluation, Volume 38. Laflamme, S., Holland, S. & Bond, L. J. (eds.). American Institute of Physics Inc., 090003. (AIP Conference Proceedings; vol. 2102).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
health monitoring
structural health monitoring
learning
damage
monitoring

Adaptive Control for Mitigating Sensor and Actuator Attacks in Connected Autonomous Vehicle Platoons

Jin, X., Haddad, W. M., Jiang, Z-P. & Vamvoudakis, K. G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2810-2815 6 p. 8619560. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Autonomous Vehicles
Adaptive Control
Actuator
Actuators
Attack

Adaptive Honeypot Engagement Through Reinforcement Learning of Semi-Markov Decision Processes

Huang, L. & Zhu, Q., Jan 1 2019, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings. Alpcan, T., Vorobeychik, Y., Baras, J. S. & Dán, G. (eds.). Springer , p. 196-216 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11836 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Honeypot
Semi-Markov Decision Process
Reinforcement learning
Reinforcement Learning
Reward

A games-in-games approach to mosaic command and control design of dynamic network-of-networks for secure and resilient multi-domain operations

Chen, J. & Zhu, Q., Jan 1 2019, Signal Processing, Sensor/Information Fusion, and Target Recognition XXVIII. Kadar, I., Blasch, E. P. & Grewe, L. L. (eds.). SPIE, 110170P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

command and control
Command and Control
Dynamic Networks
games
Control Design

A game theoretic approach for responding to cyber-attacks on nuclear power plants

Zhao, Y., Huang, L., Smidts, C. & Zhu, Q., Jan 1 2019, 11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019. American Nuclear Society, p. 399-410 12 p. (11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nuclear power plants
Nuclear industry
Dynamic programming
Risk assessment
Control systems

A Linear Quadratic Differential Game Approach to Dynamic Contract Design for Systemic Cyber Risk Management under Asymmetric Information

Chen, J. & Zhu, Q., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 575-582 8 p. 8636007. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Asymmetric Information
Quadratic Differentials
Differential Games
Risk Management
Risk management

A Markov process approach to ensemble control of smart buildings

Pop, R., Hassan, A., Bruninx, K., Chertkov, M. & Dvorkin, Y., Jun 1 2019, 2019 IEEE Milan PowerTech, PowerTech 2019. Institute of Electrical and Electronics Engineers Inc., 8810505. (2019 IEEE Milan PowerTech, PowerTech 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent buildings
Markov processes
Physics
Data acquisition
Energy utilization

A New Switching Nonlinear Extended State Observer

Zhao, Z. L., Wang, Y. Y., Shi, H. N. & Jiang, Z-P., Jun 2019, Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 89-94 6 p. 8832602. (Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

State Observer
Error analysis
Tuning
Computer simulation
Parameter Tuning

An IOS Small-Gain Theorem for Nonlinear Time-Delay Systems

Bao, A., Liu, T. & Jiang, Z-P., May 1 2019, 3rd International Symposium on Autonomous Systems, ISAS 2019. Institute of Electrical and Electronics Engineers Inc., p. 538-543 6 p. 8757785. (3rd International Symposium on Autonomous Systems, ISAS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Small Gain Theorem
Nonlinear Time-delay Systems
Time-delay Systems
Time delay
Subsystem

A secure control learning framework for cyber-physical systems under sensor attacks

Zhou, Y., Vamvoudakis, K. G., Haddad, W. M. & Jiang, Z-P., Jul 1 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4280-4285 6 p. 8814659. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
State estimation
Learning algorithms
Sensors
Cyber Physical System

Asymptotics of MAP Inference in Deep Networks

Pandit, P., Sahraee, M., Rangan, S. & Fletcher, A. K., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 842-846 5 p. 8849316. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network layers
Message passing
Multilayers
Multilayer
Inverse problems

Attitude synchronization for multiple quadrotors using reinforcement learning

Liu, H., Zhao, W., Lewis, F. L., Jiang, Z. P. & Modares, H., Jul 2019, Proceedings of the 38th Chinese Control Conference, CCC 2019. Fu, M. & Sun, J. (eds.). IEEE Computer Society, p. 2480-2483 4 p. 8865177. (Chinese Control Conference, CCC; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Reinforcement Learning
Synchronization
Optimal Control
Hamilton-Jacobi-Bellman Equation

A unified charge-current compact model of gallium nitride transistors for RF and digital applications

Li, K. & Rakheja, S., Mar 1 2019, 2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 279-281 3 p. 8731282. (2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gallium nitride
gallium nitrides
Transistors
transistors
High electron mobility transistors

Autonomous Inspection of a Containment Vessel using a Micro Aerial Vehicle

Thakur, D., Loianno, G., Jarin-Lipschitz, L., Zhou, A. & Kumar, V., Sep 2019, 2019 IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2019. Institute of Electrical and Electronics Engineers Inc., p. 196-202 7 p. 8848936. (2019 IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Containment vessels
Vessel
Inspection
Antennas
nuclear power plant

A wideband sliding correlator-based channel sounder with synchronization in 65 nm CMOS

Wu, T., Rappaport, T., Knox, M. E. & Shahrjerdi, D., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702223. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Correlators
Synchronization
Acoustic waves
Millimeter waves
Ultra-wideband (UWB)

Beam Training Optimization in Millimeter-wave Systems under Beamwidth, Modulation and Coding Constraints

Shahsavari, S., Khojastepour, M. A. A. & Erkip, E., Sep 2019, 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019. Institute of Electrical and Electronics Engineers Inc., 8904251. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Millimeter waves
Modulation
Data communication systems
Beamforming
Dynamic programming

Can Multi-Layer Microfluidic Design Methods Aid Bio-Intellectual Property Protection?

Shayan, M., Bhattacharjee, S., Song, Y. A., Chakrabarty, K. & Karri, R., Jul 2019, 2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design, IOLTS 2019. Gizopoulos, D., Alexandrescu, D., Papavramidou, P. & Maniatakos, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 151-154 4 p. 8854393. (2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design, IOLTS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bioassay
Intellectual property
Microfluidics
Biochips
Reverse engineering

Capacity Analysis for Full Duplex Self-Backhauled Small Cells

Xu, S., Liu, P., Goyal, S. & Panwar, S., Feb 19 2019, 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8644510. (2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Space division multiple access
Macros
Throughput
Base stations
Frequency bands

Cellular Controlled Delay TCP (C2TCP)

Abbasloo, S., Li, T., Xu, Y. & Chao, H. J., Apr 22 2019, 2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 118-126 9 p. 8696844. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Throughput
Flavors
Scheduling

Continuous-Time Markov Decision Processes with Controlled Observations

Huang, Y., Kavitha, V. & Zhu, Q., Sep 2019, 2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019. Institute of Electrical and Electronics Engineers Inc., p. 32-39 8 p. 8919744. (2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Inventory control
Markov Decision Process
Continuous Time
Trajectories
Observation

Cooperative and adaptive optimal output regulation of discrete-time multi-agent systems using reinforcement learning

Gao, W., Liu, Y., Odekunle, A., Jiang, Z-P., Yu, Y. & Lu, P., Jan 22 2019, 2018 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2018. Institute of Electrical and Electronics Engineers Inc., p. 348-353 6 p. 8621852. (2018 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Output Regulation
Intelligent Control
Intelligent control
Reinforcement learning
Discrete-time Systems

Coordinated Multi-Point Massive MIMO Cellular Systems with Sectorized Antennas

Shahsavari, S., Ashikhmin, A., Erkip, E. & Marzetta, T. L., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2130-2135 6 p. 8645234. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MIMO systems
Power control
Throughput
Antennas
Decentralized control

Data-driven Finite-horizon Optimal Control for Linear Time-varying Discrete-time Systems

Pang, B., Bian, T. & Jiang, Z-P., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 861-866 6 p. 8619347. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time-varying Systems
Finite Horizon
Discrete-time Systems
Data-driven
Policy Iteration

Deceptive Reinforcement Learning Under Adversarial Manipulations on Cost Signals

Huang, Y. & Zhu, Q., Jan 1 2019, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings. Alpcan, T., Vorobeychik, Y., Baras, J. S. & Dán, G. (eds.). Springer , p. 217-237 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11836 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Reinforcement Learning
Manipulation
Costs
Q-learning

Deep Bv: A Fully Automated System for Brain Ventricle Localization and Segmentation In 3D Ultrasound Images of Embryonic Mice

Qiu, Z., Langerman, J., Nair, N., Aristizabal, O., Mamou, J., Turnbull, D. H., Ketterling, J. & Wang, Y., Jan 16 2019, 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8615610. (2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain
Ultrasonics
Volumetric analysis
Embryonic Structures
Neurology

Desieve the Attacker: Thwarting IP Theft in Sieve-Valve-based Biochips

Shayan, M., Bhattacharjee, S., Song, R., Chakrabarty, K. & Karri, R., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 210-215 6 p. 8715094. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biochips
Intellectual Property
Bioassay
Sieves
Sieve

Detection of False Data Injection Attack in Smart Grids via Interval Observer

Wang, X., Luo, X., Zhang, M., Jiang, Z-P. & Guan, X., Jun 2019, Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3238-3243 6 p. 8832350. (Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smart Grid
Observer
Injection
Attack
Interval

Distributed and optimal resilient planning of large-scale interdependent critical infrastructures

Huang, L., Chen, J. & Zhu, Q., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1096-1107 12 p. 8632399. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical infrastructures
Critical Infrastructure
Planning
Resilience
Subways

Distributed containment control of multi-agent systems with velocity and acceleration saturations

Liu, T., Qi, J. & Jiang, Z. P., Jul 2019, Proceedings of the 38th Chinese Control Conference, CCC 2019. Fu, M. & Sun, J. (eds.). IEEE Computer Society, p. 6136-6141 6 p. 8865298. (Chinese Control Conference, CCC; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed Control
Multi agent systems
Multi-agent Systems
Saturation
Controller

Distributed Control of A Class of Nonlinear Multi-Agent Systems with Switching Topologies∗

Qin, Z., Liu, T. & Jiang, Z-P., Jan 30 2019, Proceedings of the 2018 13th World Congress on Intelligent Control and Automation, WCICA 2018. Institute of Electrical and Electronics Engineers Inc., p. 620-625 6 p. 8630412. (Proceedings of the World Congress on Intelligent Control and Automation (WCICA); vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi agent systems
Topology
Switching networks
Feedback

Efficient humanoid contact planning using learned centroidal dynamics prediction

Lin, Y. C., Ponton, B., Righetti, L. & Berenson, D., May 1 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 5280-5286 7 p. 8794032. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Planning
Robots
Hand tools
Convex optimization
Momentum

Event-triggered adaptive optimal control using output feedback: An adaptive dynamic programming approach

Zhao, F., Jiang, Z. P. & Liu, T., Jul 2019, Proceedings of the 38th Chinese Control Conference, CCC 2019. Fu, M. & Sun, J. (eds.). IEEE Computer Society, p. 1979-1984 6 p. 8866079. (Chinese Control Conference, CCC; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive Dynamics
Output Feedback
Dynamic programming
Adaptive Control
Dynamic Programming

Execution of provably secure assays on meda biochips to thwart attacks

Liang, T. C., Chakrabarty, K., Shayan, M. & Karri, R., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 51-57 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biochips
Digital microfluidics
Assays
Bioassay
DNA

Feedback Nash Equilibrium for Markov Jump Games under Differential-Algebraic Constraints with Application to Robust Control

Tanwani, A. & Zhu, Q., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1124-1129 6 p. 8619628. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Algebraic Differential Equations
Robust control
Robust Control
Nash Equilibrium
Jump

Field-of-view prediction in 360-degree videos with attention-based neural encoder-decoder networks

Yu, J. & Liu, Y., Jun 18 2019, Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, MMVE 2019. Association for Computing Machinery, Inc, p. 37-42 6 p. (Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, MMVE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Throughput
Bandwidth

Game-Theoretic Analysis of Optimal Control and Sampling for Linear Stochastic Systems

Peng, G. & Zhu, Q., Sep 2019, 2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019. Institute of Electrical and Electronics Engineers Inc., p. 647-654 8 p. 8919794. (2019 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear Stochastic Systems
Stochastic systems
Optimal Control
Game
Sampling

Game theory for cyber deception a tutorial

Zhu, Q., Apr 1 2019, Proceedings of the 6th Annual Symposium on Hot Topics in the Science of Security, HotSoS 2019. Association for Computing Machinery, a8. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Game theory
Decision theory
Taxonomies
Control theory
Economics

Generic Bounds on the Maximum Deviations in Sequential Prediction: An Information-Theoretic Analysis

Fang, S. & Zhu, Q., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing, MLSP 2019. IEEE Computer Society, 8918758. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information analysis
Entropy

High-Level Synthesis of Benevolent Trojans

Pilato, C., Basu, K., Shayan, M., Regazzoni, F. & Karri, R., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1124-1129 6 p. 8715199. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

High-level Synthesis
Intellectual Property
Intellectual property
SystemC
Digital Circuits

HyLine: A Simple and Practical Flow Scheduling for Commodity Datacenters

Abbasloo, S., Xu, Y. & Chao, H. J., Apr 22 2019, 2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 334-342 9 p. 8696675. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling
Resource allocation
Topology

Improving Graph Trend Filtering with Non-convex Penalties

Varma, R., Lee, H., Chi, Y. & Kovacevic, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5391-5395 5 p. 8683279. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recovery

Improving Quality of Experience of Service-Chain Deployment for Multiple Users

Wang, I. C., Wen, C. H. P. & Chao, H. J., Jan 22 2019, 2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018. Institute of Electrical and Electronics Engineers Inc., 8624167. (2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear programming
Telecommunication networks
Experiments
Latency
Resources

INVITED: Building robust machine learning systems: Current progress, research challenges, and opportunities

Zhang, J. J., Liu, K., Khalid, F., Hanif, M. A., Rehman, S., Theocharides, T., Artussi, A., Shafique, M. & Garg, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a175. (Proceedings - Design Automation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning Systems
Learning systems
Machine Learning
Internet of Things
Autonomous Vehicles

Large-scale algorithm design for parallel FFT-based simulations on GPUs

Kulkarni, A., Franchetti, F. & Kovacevic, J., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 301-305 5 p. 8646675. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast Fourier transforms
Data storage equipment
Computer hardware
Partial differential equations
Costs

Layered Image Compression Using Scalable Auto-Encoder

Jia, C., Liu, Z., Wang, Y., Ma, S. & Gao, W., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 431-436 6 p. 8695403. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image compression
Neural networks
Textures
Pixels

Leveraging contact forces for learning to grasp

Merzic, H., Bogdanovic, M., Kappler, D., Righetti, L. & Bohg, J., May 1 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 3615-3621 7 p. 8793733. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Grippers
Reinforcement learning
Robotics
Robots

Matching Graphs with Community Structure: A Concentration of Measure Approach

Shirani, F., Garg, S. & Erkip, E., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 1028-1035 8 p. 8636015. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concentration of Measure
Graph Matching
Community Structure
Model structures
Graph in graph theory