Lenka Zdeborová

According to our database1, Lenka Zdeborová authored at least 34 papers between 2008 and 2018.

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Bibliography

2018
Entropy and mutual information in models of deep neural networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

The committee machine: Computational to statistical gaps in learning a two-layers neural network.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models.
Proceedings of the Conference On Learning Theory, 2018

2017
Information-theoretic thresholds from the cavity method.
Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing, 2017

Multi-layer generalized linear estimation.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Statistical and computational phase transitions in spiked tensor estimation.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Decoding from pooled data: Phase transitions of message passing.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Streaming Bayesian inference: Theoretical limits and mini-batch approximate message-passing.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Phase Transitions and Sample Complexity in Bayes-Optimal Matrix Factorization.
IEEE Trans. Information Theory, 2016

Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Mutual information in rank-one matrix estimation.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Clustering from sparse pairwise measurements.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Spectral detection in the censored block model.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Phase transitions in sparse PCA.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Swept Approximate Message Passing for Sparse Estimation.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Adaptive damping and mean removal for the generalized approximate message passing algorithm.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Spectral detection on sparse hypergraphs.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Reweighted Belief Propagation and Quiet Planting for Random K-SAT.
JSAT, 2014

Spectral Clustering of graphs with the Bethe Hessian.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Variational free energies for compressed sensing.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On convergence of approximate message passing.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013
Blind Calibration in Compressed Sensing using Message Passing Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Robust error correction for real-valued signals via message-passing decoding and spatial coupling.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Phase diagram and approximate message passing for blind calibration and dictionary learning.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Non-adaptive pooling strategies for detection of rare faulty items.
Proceedings of the IEEE International Conference on Communications, 2013

Compressed sensing under matrix uncertainty: Optimum thresholds and robust approximate message passing.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
The condensation transition in random hypergraph 2-coloring.
Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012

Compressed sensing of approximately-sparse signals: Phase transitions and optimal reconstruction.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Quiet Planting in the Locked Constraint Satisfaction Problems.
SIAM J. Discrete Math., 2011

2010
Message Passing for Integrating and Assessing Renewable Generation in a Redundant Power Grid.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

2008
The 3D Dimer and Ising problems revisited.
Eur. J. Comb., 2008


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