| Publication | Date of Publication | Type |
|---|
| A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists | 2024-04-09 | Paper |
| Streaming Belief Propagation for Community Detection | 2021-06-09 | Paper |
| Analysis of a two-layer neural network via displacement convexity | 2021-02-26 | Paper |
| Generalization error of random features and kernel methods: hypercontractivity and kernel matrix concentration | 2021-01-26 | Paper |
| Generating Random Networks Without Short Cycles | 2020-10-12 | Paper |
| The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training | 2020-07-24 | Paper |
| When Do Neural Networks Outperform Kernel Methods? | 2020-06-23 | Paper |
| Optimization of Mean-field Spin Glasses | 2020-01-03 | Paper |
| The threshold for SDP-refutation of random regular NAE-3SAT | 2019-10-15 | Paper |
| Group synchronization on grids | 2019-08-20 | Paper |
| The generalization error of random features regression: Precise asymptotics and double descent curve | 2019-08-14 | Paper |
| Fundamental limits of weak recovery with applications to phase retrieval | 2019-06-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5743435 | 2019-05-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4633868 | 2019-05-06 | Paper |
| Optimization of the Sherrington-Kirkpatrick Hamiltonian | 2018-12-28 | Paper |
| Spectral Algorithms for Tensor Completion | 2018-11-02 | Paper |
| Debiasing the Lasso: optimal sample size for Gaussian designs | 2018-10-30 | Paper |
| Accelerated Time-of-Flight Mass Spectrometry | 2018-08-22 | Paper |
| Online rules for control of false discovery rate and false discovery exceedance | 2018-05-18 | Paper |
| Asymptotic mutual information for the balanced binary stochastic block model | 2018-02-19 | Paper |
| Extremal cuts of sparse random graphs | 2017-10-24 | Paper |
| Semidefinite programs on sparse random graphs and their application to community detection | 2017-09-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5365136 | 2017-09-29 | Paper |
| The Generalized Area Theorem and Some of its Consequences | 2017-08-08 | Paper |
| Finite-Length Scaling for Iteratively Decoded LDPC Ensembles | 2017-08-08 | Paper |
| The Dynamics of Message Passing on Dense Graphs, with Applications to Compressed Sensing | 2017-07-27 | Paper |
| Matrix Completion From a Few Entries | 2017-07-27 | Paper |
| The LASSO Risk for Gaussian Matrices | 2017-07-12 | Paper |
| Lossy Compression of Discrete Sources via the Viterbi Algorithm | 2017-07-12 | Paper |
| The Noise-Sensitivity Phase Transition in Compressed Sensing | 2017-07-12 | Paper |
| Accurate Prediction of Phase Transitions in Compressed Sensing via a Connection to Minimax Denoising | 2017-06-08 | Paper |
| Iterative Coding for Network Coding | 2017-06-08 | Paper |
| Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing | 2017-06-08 | Paper |
| Optimal Coding for the Binary Deletion Channel With Small Deletion Probability | 2017-06-08 | Paper |
| Hypothesis Testing in High-Dimensional Regression Under the Gaussian Random Design Model: Asymptotic Theory | 2017-05-16 | Paper |
| Non-Negative Principal Component Analysis: Message Passing Algorithms and Sharp Asymptotics | 2017-04-28 | Paper |
| Phase transitions in semidefinite relaxations | 2017-02-16 | Paper |
| High dimensional robust M-estimation: asymptotic variance via approximate message passing | 2016-11-29 | Paper |
| Sparse PCA via Covariance Thresholding | 2016-11-22 | Paper |
| Statistical estimation: from denoising to sparse regression and hidden cliques | 2016-07-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3467515 | 2016-02-02 | Paper |
| Finding hidden cliques of size \(\sqrt{N/e}\) in nearly linear time | 2015-12-10 | Paper |
| Finding one community in a sparse graph | 2015-11-19 | Paper |
| Computational implications of reducing data to sufficient statistics | 2015-10-28 | Paper |
| The set of solutions of random XORSAT formulae | 2015-10-20 | Paper |
| Universality in polytope phase transitions and message passing algorithms | 2015-04-27 | Paper |
| Variance Breakdown of Huber (M)-estimators: $n/p \rightarrow m \in (1,\infty)$ | 2015-03-06 | Paper |
| State evolution for general approximate message passing algorithms, with applications to spatial coupling | 2015-02-24 | Paper |
| Bargaining dynamics in exchange networks | 2015-02-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2934721 | 2014-12-18 | Paper |
| Confidence Intervals and Hypothesis Testing for High-Dimensional Regression | 2014-12-08 | Paper |
| On the concentration of the number of solutions of random satisfiability formulas | 2014-11-17 | Paper |
| The phase transition of matrix recovery from Gaussian measurements matches the minimax MSE of matrix denoising | 2014-07-25 | Paper |
| Convergence to Equilibrium in Local Interaction Games | 2014-07-25 | Paper |
| The replica symmetric solution for Potts models on \(d\)-regular graphs | 2014-04-28 | Paper |
| Factor models on locally tree-like graphs | 2014-01-31 | Paper |
| Conditional Random Fields, Planted Constraint Satisfaction and Entropy Concentration | 2013-10-04 | Paper |
| Localization from incomplete noisy distance measurements | 2013-08-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2896128 | 2012-07-13 | Paper |
| The weak limit of Ising models on locally tree-like graphs | 2012-03-01 | Paper |
| Majority dynamics on trees and the dynamic cavity method | 2012-01-04 | Paper |
| Reconstruction and Clustering in Random Constraint Satisfaction Problems | 2011-10-27 | Paper |
| Tight Thresholds for Cuckoo Hashing via XORSAT | 2010-09-07 | Paper |
| Gibbs measures and phase transitions on sparse random graphs | 2010-08-09 | Paper |
| Course 10 Two lectures on iterative coding and statistical mechanics | 2010-06-21 | Paper |
| Ising models on locally tree-like graphs | 2010-05-06 | Paper |
| On the stochastic dynamics of disordered spin models | 2009-04-08 | Paper |
| Information, Physics, and Computation | 2009-03-03 | Paper |
| Maxwell Construction: The Hidden Bridge Between Iterative and Maximuma PosterioriDecoding | 2009-02-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3597149 | 2009-02-09 | Paper |
| Tight Bounds for LDPC and LDGM Codes Under MAP Decoding | 2008-12-21 | Paper |
| Finite size scaling for the core of large random hypergraphs | 2008-11-27 | Paper |
| Gibbs states and the set of solutions of random constraint satisfaction problems | 2008-05-07 | Paper |
| Rigorous inequalities between length and time scales in glassy systems | 2007-01-26 | Paper |
| Reconstruction on trees and spin glass transition | 2007-01-05 | Paper |
| On the dynamics of the glass transition on Bethe lattices | 2006-10-31 | Paper |
| Instability of one-step replica-symmetry-broken phase in satisfiability problems | 2004-06-09 | Paper |
| Operator product expansion and non-perturbative renormalization | 2002-04-24 | Paper |
| Operator product expansion on the lattice: A numerical test in the two-dimensional nonlinear \(\sigma\)-model | 2002-04-23 | Paper |
| Asymptotically free models and discrete non-Abelian groups | 2001-07-25 | Paper |
