Matthew S. Nokleby

CoRR, 2021

2020

Scaling-Up Distributed Processing of Data Streams for Machine Learning.

[BibT_eX]

[DOI]

Haroon Raja

Proc. IEEE, 2020

Learning Furniture Compatibility with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Stochastic Optimization From Distributed Streaming Data in Rate-Limited Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2019

Multi-Scale Spectrum Sensing in Dense Multi-Cell Cognitive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

A Robotic Recording and Playback Platform for Training Surgeons and Learning Autonomous Behaviors Using the da Vinci Surgical System.

[BibT_eX]

[DOI]

Robotics, 2019

"Stream loss": ConvNet learning for face verification using unlabeled videos in the wild.

[BibT_eX]

[DOI]

Neurocomputing, 2019

An Effective Label Noise Model for DNN Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Anytime Minibatch: Exploiting Stragglers in Online Distributed Optimization.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Tensor Matched Kronecker-structured Subspace Detection for Missing Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

A Nonlinear, Noise-aware, Quasi-clustering Approach to Learning Deep CNNs from Noisy Labels.

[BibT_eX]

[DOI]

Daniel Pressel

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Classification and Representation via Separable Subspaces: Performance Limits and Algorithms.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Multi-scale Spectrum Sensing in 5G Cognitive Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Information Bottleneck Methods for Distributed Learning.

[BibT_eX]

[DOI]

Parinaz Farajiparvar

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip.

[BibT_eX]

[DOI]

CoRR, 2017

Performance limits on the classification of Kronecker-structured models.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Multi-scale spectrum sensing in small-cell mm-wave cognitive wireless networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Distributed mirror descent for stochastic learning over rate-limited networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Multi-scale spectrum sensing in millimeter wave cognitive networks.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Fast and compact Kronecker-structured dictionary learning for classification and representation.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Cooperative Compute-and-Forward.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Low-Dimensional Shaping for High-Dimensional Lattice Codes.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Rate-distortion bounds on Bayes risk in supervised learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Voronoi constellations for high-dimensional lattice codes.

[BibT_eX]

[DOI]

Nuwan S. Ferdinand

Proceedings of the IEEE International Symposium on Information Theory, 2016

Learning Deep Networks from Noisy Labels with Dropout Regularization.

[BibT_eX]

[DOI]

Xue-wen Chen

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Low-Density Lattice Codes for Full-Duplex Relay Channels.

[BibT_eX]

[DOI]

Nuwan S. Ferdinand

IEEE Trans. Wirel. Commun., 2015

Discrimination on the Grassmann Manifold: Fundamental Limits of Subspace Classifiers.

[BibT_eX]

[DOI]

Miguel R. D. Rodrigues

IEEE Trans. Inf. Theory, 2015

A rate-distortion framework for supervised learning.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Dynamic Spectrum Estimation with Minimal Overhead via Multiscale Information Exchange.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Information-theoretic criteria for the design of compressive subspace classifiers.

[BibT_eX]

[DOI]

Miguel R. D. Rodrigues

Proceedings of the IEEE International Conference on Acoustics, 2014

MMSE scaling enhances performance in practical lattice codes.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Toward Resource-Optimal Consensus Over the Wireless Medium.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Information-theoretic limits on the classification of Gaussian mixtures: Classification on the Grassmann manifold.

[BibT_eX]

[DOI]

Miguel R. D. Rodrigues

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Amplify-and-compute: Function computation over layered networks.

[BibT_eX]

[DOI]

Bobak Nazer

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Low density lattice codes for the relay channel.

[BibT_eX]

[DOI]

Nuwan S. Ferdinand

Proceedings of IEEE International Conference on Communications, 2013

Resource tradeoffs in distributed subspace tracking over the wireless medium.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Relays that cooperate to compute.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

Hierarchical averaging over wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Relay computation: Managing interference with structure and cooperation.

[BibT_eX]

[DOI]

Bobak Nazer

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Toward resource-optimal averaging consensus over the wireless medium.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Unchaining from the channel: Cooperative computation over multiple-access channels.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Cooperative computation in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Lattice Coding over the Relay Channel.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

Gossiping in groups: Distributed averaging over the wireless medium.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

User Cooperation for Energy-Efficient Cellular Communications.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

2009

Attitude Adaptation in Satisficing Games.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2009

Satisficing Coordination and Social Welfare for Robotic Societies.

[BibT_eX]

[DOI]

Int. J. Soc. Robotics, 2009

Bargaining and the MISO Interference Channel.

[BibT_eX]

[DOI]

A. Lee Swindlehurst

EURASIP J. Adv. Signal Process., 2009

2008

Bargaining and Multi-User Detection in MIMO Interference Networks.

[BibT_eX]

[DOI]

A. Lee Swindlehurst

Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

Rational coordination under risk: Coherence and the Nash bargain.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007

Cooperative Power Scheduling for Wireless MIMO Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

Multicriterion Decision Making with Depen ent Preferences.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

2006

The Stag Hunt: A Vehicle for Evolutionary Cooperation.

[BibT_eX]

[DOI]