Michael G. Rabbat
Orcid: 0000-0003-0536-7904Affiliations:
- Facebook AI Research, Montreal, Canada
According to our database1,
Michael G. Rabbat
authored at least 183 papers
between 2003 and 2024.
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Bibliography
2024
2023
Proceedings of the International Conference on Machine Learning, 2023
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Trans. Mach. Learn. Res., 2022
The Interpolated MVU Mechanism For Communication-efficient Private Federated Learning.
CoRR, 2022
Where to Begin? Exploring the Impact of Pre-Training and Initialization in Federated Learning.
CoRR, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Proceedings of Machine Learning and Systems 2022, 2022
Proceedings of Machine Learning and Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.
Proceedings of Machine Learning and Systems 2021, 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.
CoRR, 2020
Recovering Petaflops in Contrastive Semi-Supervised Learning of Visual Representations.
CoRR, 2020
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
IEEE Trans. Signal Inf. Process. over Networks, 2019
IEEE Trans. Signal Inf. Process. over Networks, 2019
IEEE Signal Process. Mag., 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals.
IEEE Trans. Signal Inf. Process. over Networks, 2018
IEEE Trans. Big Data, 2018
Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization.
Proc. IEEE, 2018
Netw. Sci., 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE Trans. Signal Process., 2017
Inferring Structural Characteristics of Networks With Strong and Weak Ties From Fixed-Choice Surveys.
IEEE Trans. Signal Inf. Process. over Networks, 2017
Cooperative Special Issue on Graph Signal Processing in the IEEE Journal of Selected Topics in Signal Processing and the IEEE Transactions on Signal and Information Processing Over Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2017
Introduction to the IEEE Journal on Selected Topics in Signal Processing and IEEE Transactions on Signal and Information Processing Over Networks Joint Special Issue on Graph Signal Processing.
IEEE J. Sel. Top. Signal Process., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Algorithms for the multi-sensor assignment problem in the δ-generalized labeled multi-Bernoulli filter.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
IEEE Trans. Signal Process., 2016
Efficient Distributed Online Prediction and Stochastic Optimization With Approximate Distributed Averaging.
IEEE Trans. Signal Inf. Process. over Networks, 2016
IEEE Trans. Signal Inf. Process. over Networks, 2016
IEEE Trans. Neural Networks Learn. Syst., 2016
On the Convergence of Alternating Direction Lagrangian Methods for Nonconvex Structured Optimization Problems.
IEEE Trans. Control. Netw. Syst., 2016
Distributed Finite-Time Computation of Digraph Parameters: Left-Eigenvector, Out-Degree and Spectrum.
IEEE Trans. Control. Netw. Syst., 2016
IEEE Signal Process. Lett., 2016
Characterization and inference of weighted graph topologies from observations of diffused signals.
CoRR, 2016
Qualities and Inequalities in Online Social Networks through the Lens of the Generalized Friendship Paradox.
CoRR, 2016
On reconstructability of quadratic utility functions from the iterations in gradient methods.
Autom., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Totally asynchronous distributed estimation of eigenvector centrality in digraphs with application to the PageRank problem.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
2015
IEEE Trans. Signal Inf. Process. over Networks, 2015
General solution and approximate implementation of the multisensor multitarget CPHD filter.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Measuring the Generalized Friendship Paradox in Networks with Quality-Dependent Connectivity.
Proceedings of the Complex Networks VI, 2015
Performance investigation on constraint sufficient statistics distributed particle filter.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Particle weight approximation with clustering for gossip-based distributed particle filters.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
IEEE Trans. Signal Process., 2014
IEEE J. Sel. Top. Signal Process., 2014
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the International Conference on High Performance Computing & Simulation, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
On the convergence of an alternating direction penalty method for nonconvex problems.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
The ADMM algorithm for distributed averaging: Convergence rates and optimal parameter selection.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE Trans. Signal Process., 2013
IEEE Trans. Signal Process., 2013
Background Subtraction for Online Calibration of Baseline RSS in RF Sensing Networks.
IEEE Trans. Mob. Comput., 2013
The Effect of Exogenous Inputs and Defiant Agents on Opinion Dynamics With Local and Global Interactions.
IEEE J. Sel. Top. Signal Process., 2013
CoRR, 2013
CoRR, 2013
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Performance comparison of randomized gossip, broadcast gossip and collection tree protocol for distributed averaging.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
IEEE Trans. Mob. Comput., 2012
IEEE Trans. Inf. Forensics Secur., 2012
GSGS: A Computational Approach to Reconstruct Signaling Pathway Structures from Gene Sets.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Pattern Recognit., 2012
Network Growth with Arbitrary Initial Conditions: Analytical Results for Uniform and Preferential Attachment
CoRR, 2012
CoRR, 2012
Dynamics of Infuence on Hierarchical Structures: Towards the Statistical Mechanics of Social Class Struggle
CoRR, 2012
Bounded confidence opinion dynamics with network constraints and localized distributed averaging.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Proceedings of the 7th International Symposium on Turbo Codes and Iterative Information Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Data aggregation in wireless sensor networks: A comparison of collection tree protocols and gossip algorithms.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012
Proceedings of the American Control Conference, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Consensus-based distributed optimization: Practical issues and applications in large-scale machine learning.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Convergence properties of normalized random incremental gradient algorithms for least-squares source localization.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the 2011 Spring Simulation Multi-conference, 2011
Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Distributed Computing in Sensor Systems, 2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
IEEE Trans. Signal Process., 2010
Multi-path Probabilistic Available Bandwidth Estimation through Bayesian Active Learning
CoRR, 2010
Proceedings of the Distributed Computing in Sensor Systems, 2010
2009
IEEE Trans. Netw. Serv. Manag., 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
Compressed RF Tomography for Wireless Sensor Networks: Centralized and Decentralized Approaches.
Proceedings of the Distributed Computing in Sensor Systems, 2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
IEEE Trans. Signal Process., 2008
Proceedings of The Seventh IEEE International Symposium on Networking Computing and Applications, 2008
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
2007
Proceedings of the 7th ACM SIGCOMM Internet Measurement Conference, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
2005
IEEE J. Sel. Areas Commun., 2005
Understanding the topology of a telephone network via internally-sensed network tomography.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Proceedings of the 3rd ACM SIGCOMM Internet Measurement Conference, 2003