# Michael G. Rabbat

Orcid: 0000-0003-0536-7904Affiliations:

- Facebook AI Research, Montreal, Canada

According to our database

Collaborative distances:

^{1}, Michael G. Rabbat authored at least 188 papers between 2003 and 2024.Collaborative distances:

## Timeline

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## Bibliography

2024

The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More.

CoRR, 2024

CoRR, 2024

CoRR, 2024

CoRR, 2024

Embracing Diversity: Interpretable Zero-shot Classification Beyond One Vector Per Class.

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

Trans. Mach. Learn. Res., 2023

A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale.

CoRR, 2023

CoRR, 2023

CoRR, 2023

CoRR, 2023

Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design.

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

Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture.

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

CoRR, 2022

Where to Begin? Exploring the Impact of Pre-Training and Initialization in Federated Learning.

CoRR, 2022

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 the Fifth Conference on Machine Learning and Systems, 2022

Proceedings of the Fifth Conference on Machine Learning and Systems, 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

IEEE Trans. Autom. Control., 2021

CoRR, 2021

CoRR, 2021

CoRR, 2021

Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.

Proceedings of the Fourth Conference on Machine Learning and Systems, 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

Proc. IEEE, 2020

Proc. IEEE, 2020

CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.

CoRR, 2020

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

On the Convergence of Nesterov's Accelerated Gradient Method in Stochastic Settings.

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

MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions.

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

CoRR, 2018

CoRR, 2018

CoRR, 2018

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

IEEE Trans. Signal Process., 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 Trans. Aerosp. Electron. 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

CoRR, 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

Multiscale Gossip for Efficient Decentralized Averaging in Wireless Packet Networks.

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

CoRR, 2013

CoRR, 2013

Voter Model with Arbitrary Degree Dependence: Clout, Confidence and Irreversibility.

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

Sparse structured associative memories as efficient set-membership data structures.

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Directed by Directionality: Benefiting from the Gain Pattern of Active RFID Badges.

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

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

JOCN, 2011

CoRR, 2011

Comput. Networks, 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

IEEE Trans. Signal Process., 2010

Proc. IEEE, 2010

CoRR, 2010

Multi-path Probabilistic Available Bandwidth Estimation through Bayesian Active Learning

CoRR, 2010

Proceedings of the Distributed Computing in Sensor Systems, 2010

2009

Distributed adaptive diverse routing for voice-over-IP in service overlay networks.

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

IEEE Trans. Inf. Theory, 2008

IEEE Signal Process. Mag., 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

Proceedings of the ACL 2008, 2008

2007

Proceedings of the 7th ACM SIGCOMM Internet Measurement Conference, 2007

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

IEEE J. Sel. Areas Commun., 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