Matthew S. Nokleby

According to our database1, Matthew S. Nokleby authored at least 54 papers between 2005 and 2020.

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Bibliography

2020
Scaling-up Distributed Processing of Data Streams for Machine Learning.
CoRR, 2020

Learning Furniture Compatibility with Graph Neural Networks.
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.
IEEE Trans. Signal Inf. Process. over Networks, 2019

Multi-Scale Spectrum Sensing in Dense Multi-Cell Cognitive Networks.
IEEE Trans. Commun., 2019

A Robotic Recording and Playback Platform for Training Surgeons and Learning Autonomous Behaviors Using the da Vinci Surgical System.
Robotics, 2019

"Stream loss": ConvNet learning for face verification using unlabeled videos in the wild.
Neurocomputing, 2019

An Effective Label Noise Model for DNN Text Classification.
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.
Proceedings of the 7th International Conference on Learning Representations, 2019

Tensor Matched Kronecker-structured Subspace Detection for Missing Information.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Nonlinear, Noise-aware, Quasi-clustering Approach to Learning Deep CNNs from Noisy Labels.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Classification and Representation via Separable Subspaces: Performance Limits and Algorithms.
IEEE J. Sel. Top. Signal Process., 2018

Multi-scale Spectrum Sensing in 5G Cognitive Networks.
CoRR, 2018

Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining.
Proceedings of the IEEE International Conference on Big Data, 2018

Information Bottleneck Methods for Distributed Learning.
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.
CoRR, 2017

Performance limits on the classification of Kronecker-structured models.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Multi-scale spectrum sensing in small-cell mm-wave cognitive wireless networks.
Proceedings of the IEEE International Conference on Communications, 2017

Distributed mirror descent for stochastic learning over rate-limited networks.
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.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Fast and compact Kronecker-structured dictionary learning for classification and representation.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Cooperative Compute-and-Forward.
IEEE Trans. Wirel. Commun., 2016

Low-Dimensional Shaping for High-Dimensional Lattice Codes.
IEEE Trans. Wirel. Commun., 2016

Rate-distortion bounds on Bayes risk in supervised learning.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Voronoi constellations for high-dimensional lattice codes.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Learning Deep Networks from Noisy Labels with Dropout Regularization.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
Low-Density Lattice Codes for Full-Duplex Relay Channels.
IEEE Trans. Wirel. Commun., 2015

Discrimination on the Grassmann Manifold: Fundamental Limits of Subspace Classifiers.
IEEE Trans. Inf. Theory, 2015

A rate-distortion framework for supervised learning.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Dynamic Spectrum Estimation with Minimal Overhead via Multiscale Information Exchange.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Information-theoretic criteria for the design of compressive subspace classifiers.
Proceedings of the IEEE International Conference on Acoustics, 2014

MMSE scaling enhances performance in practical lattice codes.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Toward Resource-Optimal Consensus Over the Wireless Medium.
IEEE J. Sel. Top. Signal Process., 2013

Information-theoretic limits on the classification of Gaussian mixtures: Classification on the Grassmann manifold.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Amplify-and-compute: Function computation over layered networks.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Low density lattice codes for the relay channel.
Proceedings of IEEE International Conference on Communications, 2013

Resource tradeoffs in distributed subspace tracking over the wireless medium.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
Relays that cooperate to compute.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

Hierarchical averaging over wireless sensor networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Relay computation: Managing interference with structure and cooperation.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Toward resource-optimal averaging consensus over the wireless medium.
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.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Cooperative computation in wireless networks.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Lattice Coding over the Relay Channel.
Proceedings of IEEE International Conference on Communications, 2011

Gossiping in groups: Distributed averaging over the wireless medium.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
User Cooperation for Energy-Efficient Cellular Communications.
Proceedings of IEEE International Conference on Communications, 2010

2009
Attitude Adaptation in Satisficing Games.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Satisficing Coordination and Social Welfare for Robotic Societies.
Int. J. Soc. Robotics, 2009

Bargaining and the MISO Interference Channel.
EURASIP J. Adv. Signal Process., 2009

2008
Bargaining and Multi-User Detection in MIMO Interference Networks.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

Rational coordination under risk: Coherence and the Nash bargain.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007
Cooperative Power Scheduling for Wireless MIMO Networks.
Proceedings of the Global Communications Conference, 2007

Multicriterion Decision Making with Depen ent Preferences.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

2006
The Stag Hunt: A Vehicle for Evolutionary Cooperation.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Cooperative graph search by a system of autonomous agents.
Proceedings of the IEEE International Conference on Systems, 2005


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