Marc Vuffray

According to our database1, Marc Vuffray authored at least 23 papers between 2012 and 2020.

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PhD thesis 


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Monotonicity Properties of Physical Network Flows and Application to Robust Optimal Allocation.
Proc. IEEE, 2020

Learning of Discrete Graphical Models with Neural Networks.
CoRR, 2020

The Impacts of Convex Piecewise Linear Cost Formulations on AC Optimal Power Flow.
CoRR, 2020

Information Theoretic Optimal Learning of Gaussian Graphical Models.
Proceedings of the Conference on Learning Theory, 2020

Efficient Learning of Discrete Graphical Models.
CoRR, 2019

Quantum Algorithm Implementations for Beginners.
CoRR, 2018

Uncovering Power Transmission Dynamic Model from Incomplete PMU Observations.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Online Learning of Power Transmission Dynamics.
CoRR, 2017

Towards Optimal Sparse Inverse Covariance Selection through Non-Convex Optimization.
CoRR, 2017

Graphical Models and Belief Propagation-hierarchy for Optimal Physics-Constrained Network Flows.
CoRR, 2017

Graphical models for optimal power flow.
Constraints An Int. J., 2017

The Bethe Free Energy Allows to Compute the Conditional Entropy of Graphical Code Instances: A Proof From the Polymer Expansion.
IEEE Trans. Inf. Theory, 2016

Optimal structure and parameter learning of Ising models.
CoRR, 2016

Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Monotonicity of actuated flows on dissipative transport networks.
Proceedings of the 2016 European Control Conference, 2016

Approaching the Rate-Distortion Limit With Spatial Coupling, Belief Propagation, and Decimation.
IEEE Trans. Inf. Theory, 2015

Natural Gas Flow Solutions with Guarantees: A Monotone Operator Theory Approach.
CoRR, 2015

Monotonicity of dissipative flow networks renders robust maximum profit problem tractable: General analysis and application to natural gas flows.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Concentration to zero bit-error probability for regular LDPC codes on the binary symmetric channel: Proof by loop calculus.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Approaching the rate-distortion limit by spatial coupling with belief propagation and decimation.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Polymer Expansions for Cycle LDPC Codes
CoRR, 2012

Beyond the Bethe free energy of LDPC codes via polymer expansions.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Lossy source coding via spatially coupled LDGM ensembles.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012