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Mihailo Stojnic

0009-0000-5236-2853
cs.ITmath.ITmath.PRmath.OCstat.MLmath.STstat.THcs.LGcond-mat.dis-nnmath.MP

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published · living versions
W_kxupcry8·v1 · currentpublished
Capacity of the Hopfield-Hebbian dynamics with correlated patterns
1 version

Preprints & journals

81 papers in the corpus · 2003–2026
RDT based upper bounds on the largest average submatrix values2609.18312v1 · Mihailo Stojnic2026 · 0 citationsarXiv
Proving Lehner's formulas via RDT -- indefinite and asymmetric scenarios2608.18990v1 · Mihailo Stojnic2026 · 0 citationsarXiv
Exact capacity of the wide hidden layer treelike neural networks with generic activations.42607616 · Stojnic, Mihailo2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2027;205(Pt B):109458
An RDT based confirmation of Lehner's formula for Kronecker-Gaussian matrices2607.26551v1 · Mihailo Stojnic2026 · 0 citationsarXiv
Precise sample covariance spectral norm error -- an RDT view2607.14460v1 · Mihailo Stojnic2026 · 0 citationsarXiv
An RDT based approach to large deviations of Wishart and Wigner matrices spectral edges2606.25501v1 · Mihailo Stojnic2026 · 0 citationsarXiv
Ultrametric OGP - parametric RDT \emph{symmetric} binary perceptron connection2604.19712v1 · Mihailo Stojnic2026 · 0 citationsarXiv
Parametric RDT approach to computational gap of symmetric binary perceptron2601.10628v1 · Mihailo Stojnic2026 · 0 citationsarXiv
Binary perceptron computational gap -- a parametric fl RDT view2511.01037v1 · Mihailo Stojnic2025 · 0 citationsarXiv
Ground state energies of multipartite pp-spin models -- partially lifted RDT view2509.05916v1 · Mihailo Stojnic2025 · 0 citationsarXiv
CLuP practically achieves ∼1.77\sim 1.77 positive and ∼0.33\sim 0.33 negative Hopfield model ground state free energy2507.22396v1 · Mihailo Stojnic2025 · 0 citationsarXiv
A CLuP algorithm to practically achieve ∼0.76\sim 0.76 SK--model ground state free energy2507.09247v1 · Mihailo Stojnic2025 · 0 citationsarXiv
Fully lifted \emph{blirp} interpolation -- a large deviation view2506.19272v1 · Mihailo Stojnic2025 · 0 citationsarXiv
A large deviation view of \emph{stationarized} fully lifted blirp interpolation2506.19273v1 · Mihailo Stojnic2025 · 0 citationsarXiv
Rare dense solutions clusters in asymmetric binary perceptrons -- local entropy via fully lifted RDT2506.19276v1 · Mihailo Stojnic2025 · 0 citationsarXiv
Phase transition of \emph{descending} phase retrieval algorithms2506.18275v1 · Mihailo Stojnic2025 · 0 citationsarXiv
Optimal spectral initializers impact on phase retrieval phase transitions -- an RDT view2506.18279v1 · Mihailo Stojnic2025 · 0 citationsarXiv
Phase retrieval with rank dd measurements -- \emph{descending} algorithms phase transitions2506.18282v1 · Mihailo Stojnic2025 · 0 citationsarXiv
Deep ReLU networks -- injectivity capacity upper bounds2412.19677v1 · Mihailo Stojnic2024 · 0 citationsarXiv
Injectivity capacity of ReLU gates2410.20646v1 · Mihailo Stojnic2024 · 0 citationsarXiv
Theoretical limits of descending ℓ0\ell_0 sparse-regression ML algorithms2410.07651v1 · Mihailo Stojnic2024 · 0 citationsarXiv
Ridge interpolators in correlated factor regression models -- exact risk analysis2406.09183v1 · Mihailo Stojnic2024 · 0 citationsarXiv
Precise analysis of ridge interpolators under heavy correlations -- a Random Duality Theory view2406.09199v1 · Mihailo Stojnic2024 · 0 citationsarXiv
Exact objectives of random linear programs and mean widths of random polyhedrons2403.03637v1 · Mihailo Stojnic2024 · 0 citationsarXiv
Capacity of the Hebbian-Hopfield network associative memory2403.01907v1 · Mihailo Stojnic2024 · 0 citationsarXiv
Fixed width treelike neural networks capacity analysis -- generic activations2402.05696v1 · Mihailo Stojnic2024 · 1 citationarXiv
Exact capacity of the \emph{wide} hidden layer treelike neural networks with generic activations2402.05719v1 · Mihailo Stojnic2024 · 1 citationarXiv
Exact Error in Matrix Completion: Approximately Low-Rank Structures and Missing Blocks2401.00578v1 · Agostino Capponi, Mihailo Stojnic2023 · 0 citationsarXiv
Fl RDT based ultimate lowering of the negative spherical perceptron capacity2312.16531v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Capacity of the treelike sign perceptrons neural networks with one hidden layer -- RDT based upper bounds2312.08244v1 · Mihailo Stojnic2023 · 1 citationarXiv
\emph{Lifted} RDT based capacity analysis of the 1-hidden layer treelike \emph{sign} perceptrons neural networks2312.08257v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Fully lifted interpolating comparisons of bilinearly indexed random processes2311.18092v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Bilinearly indexed random processes -- \emph{stationarization} of fully lifted interpolation2311.18097v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Generic proving of replica symmetry breaking2311.18106v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Fully lifted random duality theory2312.00070v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Studying Hopfield models via fully lifted random duality theory2312.00071v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Binary perceptrons capacity via fully lifted random duality theory2312.00073v1 · Mihailo Stojnic2023 · 0 citationsarXiv
Causal Inference (C-inf) -- closed form worst case typical phase transitions2301.00793v1 · Agostino Capponi, Mihailo Stojnic2023 · 1 citationarXiv
Causal Inference (C-inf) -- asymmetric scenario of typical phase transitions2301.00801v1 · Agostino Capponi, Mihailo Stojnic2023 · 1 citationarXiv
Algorithmic random duality theory -- large scale CLuP2011.11516v1 · Mihailo Stojnic2020 · 1 citationarXiv
Rephased CLuP2011.11527v1 · Mihailo Stojnic2020 · 0 citationsarXiv
Sparse linear regression -- CLuP achieves the ideal \emph{exact} ML2011.11550v1 · Mihailo Stojnic2020 · 0 citationsarXiv
Controlled Loosening-up (CLuP) -- achieving exact MIMO ML in polynomial time1909.01175v1 · Mihailo Stojnic2019 · 5 citationsarXiv
Complexity analysis of the Controlled Loosening-up (CLuP) algorithm1909.01190v2 · Mihailo Stojnic2019 · 4 citationsarXiv
Starting CLuP with polytope relaxation1909.01201v1 · Mihailo Stojnic2019 · 0 citationsarXiv
Generic and lifted probabilistic comparisons -- max replaces minmax1612.08506v1 · Mihailo Stojnic2016 · 0 citationsarXiv
Fully bilinear generic and lifted random processes comparisons1612.08516v1 · Mihailo Stojnic2016 · 0 citationsarXiv
Partial ℓ1\ell_1 optimization in random linear systems -- phase transitions and large deviations1612.07435v1 · Mihailo Stojnic2016 · 0 citationsarXiv
Partial ℓ1\ell_1 optimization in random linear systems -- finite dimensions1612.07436v1 · Mihailo Stojnic2016 · 0 citationsarXiv
Random linear under-determined systems with block-sparse solutions -- asymptotics, large deviations, and finite dimensions1612.06516v1 · Mihailo Stojnic2016 · 0 citationsarXiv
Career total: 124 works. 81 are in this corpus.Showing the 50 most recent.

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