Publications

(2019). Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2018). The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices. 2018 IEEE International Symposium on Information Theory (ISIT).

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(2018). Scaling Up Echo-State Networks With Multiple Light Scattering. 2018 IEEE Statistical Signal Processing Workshop (SSP).

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(2018). Estimation in the Spiked Wigner Model: A Short Proof of the Replica Formula. 2018 IEEE International Symposium on Information Theory (ISIT).

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(2017). Streaming Bayesian inference: Theoretical limits and mini-batch approximate message-passing. 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

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(2017). Statistical and computational phase transitions in spiked tensor estimation. 2017 IEEE International Symposium on Information Theory (ISIT).

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(2017). Multi-layer generalized linear estimation. 2017 IEEE International Symposium on Information Theory (ISIT).

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(2017). Decoding from pooled data: Phase transitions of message passing. 2017 IEEE International Symposium on Information Theory (ISIT).

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(2017). Performance Limits for Noisy Multimeasurement Vector Problems. IEEE Transactions on Signal Processing.

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(2016). The mutual information in random linear estimation. 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

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(2016). Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering. 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

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(2016). Mutual information in rank-one matrix estimation. 2016 IEEE Information Theory Workshop (ITW).

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(2016). Clustering from sparse pairwise measurements. 2016 IEEE International Symposium on Information Theory (ISIT).

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(2016). Random projections through multiple optical scattering: Approximating Kernels at the speed of light. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2015). Spectral detection on sparse hypergraphs. 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

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

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(2015). Spectral detection in the censored block model. 2015 IEEE International Symposium on Information Theory (ISIT).

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(2015). Phase transitions in sparse PCA. 2015 IEEE International Symposium on Information Theory (ISIT).

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(2015). Phase recovery from a Bayesian point of view: The variational approach. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2015). Adaptive damping and mean removal for the generalized approximate message passing algorithm. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2014). Reweighted Belief Propagation and Quiet Planting for Random K-SAT. Journal on Satisfiability, Boolean Modeling and Computation.

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(2014). Variational free energies for compressed sensing. 2014 IEEE International Symposium on Information Theory.

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(2014). Replica analysis and approximate message passing decoder for superposition codes. 2014 IEEE International Symposium on Information Theory.

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(2014). On convergence of approximate message passing. 2014 IEEE International Symposium on Information Theory.

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(2014). Spectral Clustering of graphs with the Bethe Hessian. Advances in Neural Information Processing Systems 27.

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(2013). Non-adaptive pooling strategies for detection of rare faulty items. 2013 IEEE International Conference on Communications Workshops (ICC).

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(2013). Compressed sensing under matrix uncertainty: Optimum thresholds and robust approximate message passing. 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

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(2012). Compressed sensing of approximately-sparse signals: Phase transitions and optimal reconstruction. 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

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(2008). Comment on “Ultrametricity in the Edwards-Anderson Model”. Physical Review Letters.

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(2007). Phase transitions in the coloring of random graphs. Phys. Rev. E.

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(2005). Disorder chaos in spin glasses. EPL.

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(2005). Glassy Properties of the Kawasaki Dynamics of Two-Dimensional Ferromagnets. Physical Review Letters.

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(2005). Zero Temperature Phase Diagram of Finite Connectivity Spin Glasses. Prog Theor Phys.

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(2003). Course 14: Hiking through Glassy Phases: Physics beyond Aging. Slow Relaxations and nonequilibrium dynamics in condensed matter.

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