University of Minnesota Twin Cities

Research Output 1916 2019

Filter
Conference contribution
2019

A 100MS/s 9-bit companding SAR ADC with on-chip input driver in 65nm CMOS for multi-carrier communications

Saha, A., Chaubey, S. & Harjani, R., Jan 22 2019, 2018 IEEE 61st International Midwest Symposium on Circuits and Systems, MWSCAS 2018. Institute of Electrical and Electronics Engineers Inc., p. 174-177 4 p. 8623873. (Midwest Symposium on Circuits and Systems; vol. 2018-August).

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

Carrier communication
Sampling
Capacitors

A 2.4GHz IEEE 802.15.6 Compliant 1.52nJ/bit TX 1.32nJ/bit RX Multiband Transceiver for Low Power Standards

Rahman, M. & Harjani, R., Jan 17 2019, 2018 25th IEEE International Conference on Electronics Circuits and Systems, ICECS 2018. Institute of Electrical and Electronics Engineers Inc., p. 821-824 4 p. 8617891. (2018 25th IEEE International Conference on Electronics Circuits and Systems, ICECS 2018).

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

transmitter receivers
Transceivers
Energy efficiency
Passive filters
Phase modulation

A 68 Parallel Row Access Neuromorphic Core with 22K Multi-Level Synapses Based on Logic-Compatible Embedded Flash Memory Technology

Kim, M., Kim, J., Park, C., Everson, L., Kim, H., Song, S., Lee, S. & Kim, C. H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 15.4.1-15.4.4 8614599. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

synapses
Flash memory
Voltage control
Neurons
logic

Accelerated Simultaneous Multi-Slice MRI using Subject-Specific Convolutional Neural Networks

Zhang, C., Moeller, S., Weingartner, S., Ugurbil, K. & Akcakaya, M., 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. 1636-1640 5 p. 8645313. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Magnetic resonance
Neural networks
Imaging techniques
Interpolation
Calibration
1 Citation (Scopus)

AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over Graphs

Berberidis, D., Nikolakopoulos, A. & Giannakis, G. B., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 92-99 8 p. 8622130. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Supervised learning
Labels
Landing
Scalability
Classifiers

A Distributed Algorithm for Solving Linear Algebraic Equations over Random Networks

Alaviani, S. S. & Elia, N., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 83-88 6 p. 8618709. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Random Networks
Distributed Algorithms
Linear equations
Parallel algorithms
Algebraic Equation

A Finite Sample Analysis of the Actor-Critic Algorithm

Yang, Z., Zhang, K., Hong, M. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2759-2764 6 p. 8619440. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Nonlinear Approximation
Function Approximation
Nonlinear Function
Objective function
Gradient

Altered Structural Connection between Hippocampus and Insula in Adolescent Major Depressive Disorder using DTI

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. R. & Parhi, K. K., 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. 1182-1186 5 p. 8645183. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Diffusion tensor imaging
Anisotropy
Psychiatry

A Model Decomposition Framework for LPV Systems

Luspay, T., Peni, T., Seiler Jr, P. J. & Vanek, B., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5898-5903 6 p. 8618676. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Linear Parameter-varying Systems
Decomposition
Decompose
Linear matrix inequalities
Conic Programming

An empirical study of rich subgroup fairness for machine learning

Kearns, M., Roth, A., Neel, S. & Wu, S., Jan 29 2019, FAT* 2019 - Proceedings of the 2019 Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery, Inc, p. 100-109 10 p. (FAT* 2019 - Proceedings of the 2019 Conference on Fairness, Accountability, and Transparency).

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

Learning systems
Fairness
Machine learning
Empirical study
Classifiers

An equilibrium-independent region of attraction formulation for systems with uncertainty-dependent equilibria

Iannelli, A., Marcos, A. & Seiler Jr, P. J., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 725-730 6 p. 8619153. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Branch
Uncertainty
Point Location
Formulation
Dependent

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging

Aggarwal, K., Khadanga, S., Joty, S., Kazaglis, L. & Srivastava, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1318-1327 10 p. 8622286. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Sleep
Air
Recurrent neural networks
Convolution
Health

A study on curriculum planning and its relationship with graduation GPA and time to degree

Morsy, S. & Karypis, G., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 26-35 10 p. (ACM International Conference Proceeding Series).

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

Curricula
Students
Planning

Classifying Adolescent Major Depressive Disorder using Linear SVM with Anatomical Features from Diffusion Weighted Imaging

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. R. & Parhi, K. K., 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. 1197-1201 5 p. 8645542. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Brain
Classifiers
Imaging techniques
Diffusion tensor imaging
Statistical tests

Computation of Feedback Capacity of Single User Multi-Antenna Stationary Gaussian Channel

Rawat, A., Elia, N. & Li, C., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 1128-1135 8 p. 8635958. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

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

Antenna
Antennas
Feedback
Dual Problem
Lower bound

Constrained Tensor Decomposition Optimization with Applications to Fmri Data Analysis

Sen, B. & Parhi, K. K., 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. 1923-1928 6 p. 8645427. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Tensors
Decomposition
Brain
Chemical activation
Magnetic Resonance Imaging
1 Citation (Scopus)

Creating open source models, test cases, and data for oilfield drilling challenges

Pastusek, P., Payette, G., Shor, R., Cayeux, E., Aarsnes, U. J., Hedengren, J., Menand, S., Macpherson, J., Gandikota, R., Behounek, M., Harmer, R., Detournay, E. M., Illerhaus, R. & Liu, Y., Jan 1 2019, Society of Petroleum Engineers - SPE/IADC International Drilling Conference and Exhibition 2019, DC 2019. Society of Petroleum Engineers (SPE), (SPE/IADC Drilling Conference, Proceedings; vol. 2019-March).

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

Drilling
Industry
Reusability
Porous materials
Automation

Data-Driven Identification of a Thermal Network in Multi-Zone Building

Doddi, H., Talukdar, S., Deka, D. & salapaka, M. V., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 7302-7307 6 p. 8619376. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Data-driven
Identification (control systems)
Topology
Learning algorithms
Learning Algorithm

Decomposition and Distributed Control of Integrated Lumped and Distributed Parameter Process Networks

Moharir, M., Babaei Pourkargar, D., Almansoori, A. & Daoutidis, P., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2908-2913 6 p. 8619216. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Distributed Control
Model predictive control
Process Parameters
Community Detection
Distributed Parameter Systems

Dimensions of the dynamic hand: Implications for glove design, fit, and sizing

Griffin, L., Kim, N., Carufel, R., Sokolowski, S., Lee, H. & Seifert, E., Jan 1 2019, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE 2018 International Conference on Interdisciplinary Practice in Industrial Design, 2018. Shin, C. S. & Chung, W. (eds.). Springer- Verlag, p. 38-48 11 p. (Advances in Intelligent Systems and Computing; vol. 790).

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

Ergonomics
Medicine
Industry

Distributed Non-Convex First-Order optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms

Sun, H. & Hong, M., 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. 38-42 5 p. 8645279. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Parallel algorithms

Distributed Stopping Criterion for Ratio Consensus

Prakash, M., Talukdar, S., Attree, S., Patel, S. & salapaka, M. V., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 131-135 5 p. 8635839. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

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

Stopping Criterion
Averaging
Initial conditions
Topology
Undirected Graph

Drawing hands for glove design: Does the data match-up?

Sokolowski, S. L., Griffin, L., Carufel, R. & Kim, N., Jan 1 2019, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE 2018 International Conference on Interdisciplinary Practice in Industrial Design, 2018. Shin, C. S. & Chung, W. (eds.). Springer- Verlag, p. 68-77 10 p. (Advances in Intelligent Systems and Computing; vol. 790).

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

Students
Sensors

Energy-Efficient Architecture for FPGA-based Deep Convolutional Neural Networks with Binary Weights

Duan, Y., Li, S., Zhang, R., Wang, Q., Chen, J. & Sobelman, G. E., Jan 31 2019, 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Institute of Electrical and Electronics Engineers Inc., 8631596. (International Conference on Digital Signal Processing, DSP; vol. 2018-November).

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

Field programmable gate arrays (FPGA)
Neural networks
Particle accelerators
Processing
Random access storage

Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record

Ma, S., Zhang, R., Munroe, J., Shanahan, L., Horn, S. & Speedie, S., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1504-1507 4 p. 8621518. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Electronic Health Records
Heart Failure
Health
Cardiac Resynchronization Therapy
Documentation

Estimating the Region of Attraction of Uncertain Systems with Integral Quadratic Constraints

Iannelli, A., Seiler Jr, P. J. & Marcos, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3922-3927 6 p. 8619669. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Quadratic Constraint
Uncertain systems
Uncertain Systems
Polynomials
Polynomial Vector Fields

Fast asynchronous decentralized optimization: Allowing multiple masters

Ma, M., Ren, J., Giannakis, G. B. & Haup, J., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 633-637 5 p. 8646514. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Tuning
Topology
Communication

Fast Distributed Method of Multiplier for Coupled Lagrangian Problems: A Control Approach

Rawat, A. & Elia, N., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5445-5450 6 p. 8619605. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Method of multipliers
Directly proportional
Distributed Optimization
Convergence Speed
Compensator

Firefighting turnout boots: How a human factors approach can improve performance

Sokolowski, S. L., Cantrell, N. & Griffin, L., Jan 1 2019, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE 2018 International Conference on Interdisciplinary Practice in Industrial Design, 2018. Shin, C. S. & Chung, W. (eds.). Springer- Verlag, p. 59-67 9 p. (Advances in Intelligent Systems and Computing; vol. 790).

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

Human engineering
Fire protection
Gears
Lenses
Water

Graph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization

Ma, M. & Giannakis, G. B., 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. 1881-1885 5 p. 8645558. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Tuning
Topology
Communication

HAIR: Towards developing a global self-updating peer support group meeting list using human-aided information retrieval

Rubya, S., Wang, X. & Yarosh, L., Mar 8 2019, CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 83-92 10 p. (CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval).

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

Open Access
Information retrieval
Health

How Faculty Demonstrate Impact: A Multi-Institutional Study of Faculty Understandings, Perceptions, and Strategies Regarding Impact Metrics

Bakker, C. J., Bull, J., Courtney, N., DeSanto, D., Langham-Putrow, A. A., McBurney, J. & Nichols, A., 2019, Recasting the Narrative: The Proceedings of the ACRL 2019 Conference. Mueller, D. M. (ed.). Association of College and Research Libraries, p. 556-568

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

Open Access

Hybrid binary-unary hardware accelerator

Rasoul Faraji, S. & Bazargan, K., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 210-215 6 p.

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

Particle accelerators
Hardware
Costs
Flip flop circuits
Edge detection

Imputation of coupled tensors and GRAPHS

Ioannidis, V. N., Zamzam, A. S., Giannakis, G. B. & Sidiropoulos, N. D., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1331-1335 5 p. 8646576. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Factorization
Tensors
Computational complexity

Inferring Directed Graphs for Networks from Corrupt Data-Streams

Subramanian, V. R., Lamperski, A. & salapaka, M. V., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4493-4498 6 p. 8619472. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Directed graphs
Data Streams
Directed Graph
Timestamp
Feedback Loop

IQC Analysis of Uncertain LTV Systems with Rational Dependence on Time

Seiler Jr, P. J., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 7213-7218 6 p. 8619776. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Linear Time-varying Systems
Quadratic Constraint
Time varying systems
Perturbation
Rational functions

Methods and tools for 3D measurement of hands and feet

Griffin, L., Sokolowski, S., Lee, H., Seifert, E., Kim, N. & Carufel, R., Jan 1 2019, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE 2018 International Conference on Interdisciplinary Practice in Industrial Design, 2018. Shin, C. S. & Chung, W. (eds.). Springer- Verlag, p. 49-58 10 p. (Advances in Intelligent Systems and Computing; vol. 790).

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

Scanning
Testing
Visibility
Color
Metals

Minimax Design of Constant Modulus MIMO Waveforms

Lin, Z., Pu, W. & Luo, Z-Q., 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. 1889-1893 5 p. 8645521. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Matched filters
Autocorrelation

Near-Field Multi-Beam-Splitting for Fabry-Perot Cavity Antenna system

Lee, C., Dave, A., Sainati, R. & Franklin, R. R., Jan 10 2019, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2069-2070 2 p. 8608374. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

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

near fields
antennas
Antennas
cavities
Slot antennas

Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets

Chen, J., Wang, G. & Giannakis, G. B., 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. 1993-1997 5 p. 8645467. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Principal component analysis
Learning systems
Signal processing
Decomposition
Experiments

Observer Design of Descriptor Nonlinear System with N onlinear Outputs by Using W12 -Optimality Criterion

Hamaz, A., Draa, K. C., Zemouche, A., Bedouhene, F. & Rajamani, R., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6556-6560 5 p. 8618875. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Descriptor Systems
Observer Design
Optimality Criteria
Linear matrix inequalities
Matrix Inequality

Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset

Lin, S., Yin, F., Lin, Z., Lin, Y., Cui, S. R., Li, T., Yu, F., Yu, W., Hong, X., Shi, J. & Luo, Z-Q., Feb 12 2019, 2018 IEEE/CIC International Conference on Communications in China, ICCC 2018. Institute of Electrical and Electronics Engineers Inc., p. 68-73 6 p. 8641222. (2018 IEEE/CIC International Conference on Communications in China, ICCC 2018).

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

Binary Classification
Maximum Entropy
Classification Algorithm
China
Entropy

Prototyping an Interactive Visualization of Dietary Supplement Knowledge Graph

He, X., Zhang, R., Rizvi, R., Vasilakes, J., Yang, X., Guo, Y., He, Z., Prosperi, M. & Bian, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1649-1652 4 p. 8621340. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Dietary supplements
Dietary Supplements
Visualization
Knowledge Bases
Knowledge representation

Provably communication-efficient asynchronous distributed inference for convex and nonconvex problems

Ren, J. & Haupt, J. D., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 638-642 5 p. 8646525. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Communication
Learning systems
Signal processing
Experiments

Realizing Information Erasure in Finite Time

Melbourne, J. C., Talukdar, S. & salapaka, M. V., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4135-4140 6 p. 8619547. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Heat losses
Dissipation
Heat
Wasserstein Distance
Langevin Dynamics
1 Citation (Scopus)

Real-time power system state estimation via deep unrolled neural networks

Zhang, L., Wang, G. & Giannakis, G. B., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 907-911 5 p. 8646629. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

State estimation
Smart power grids
Electric potential
Electric vehicles
Physics

Recoding the Academic Librarian: Our Developing Role as Data Detectives

McBurney, J. & Kubas, A., 2019, Recasting the Narrative: The Proceedings of the ACRL 2019 Conference. Mueller, D. M. (ed.). Association of College and Research Libraries, p. 493-506

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

Open Access

Recwalk: Nearly uncoupled random walks for top-n recommendation

Nikolakopoulos, A. & Karypis, G., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 150-158 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

Markov processes
Experiments
Deep neural networks

Secure Edge Computing in IoT via Online Learning

Li, B., Chen, T., Wang, X. & Giannakis, G. B., 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. 2149-2153 5 p. 8645223. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Jamming
Servers
Power spectrum
Power transmission
Internet of things

SEFACT: Selective feature activation and early classification for CNNs

Snigdha, F. S., Ahmed, I., Manasi, S. D., Mankalale, M. G., Hu, J. & Sapatnekar, S. S., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 526-531 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

Chemical activation
Neural networks
Neurons
Particle accelerators
Energy conservation