Mihailo Stojnic

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 34

Top Topics

Closed Form Expressions

Phase Transition

Top Venues

Publications

Mihailo Stojnic
Precise analysis of ridge interpolators under heavy correlations - a Random Duality Theory view. CoRR (2024)
Mihailo Stojnic
Ridge interpolators in correlated factor regression models - exact risk analysis. CoRR (2024)
Mihailo Stojnic
Fixed width treelike neural networks capacity analysis - generic activations. CoRR (2024)
Mihailo Stojnic
Capacity of the Hebbian-Hopfield network associative memory. CoRR (2024)
Mihailo Stojnic
Exact capacity of the \emph{wide} hidden layer treelike neural networks with generic activations. CoRR (2024)
Mihailo Stojnic
Exact objectives of random linear programs and mean widths of random polyhedrons. CoRR (2024)
Agostino Capponi, Mihailo Stojnic
Exact Error in Matrix Completion: Approximately Low-Rank Structures and Missing Blocks. CoRR (2024)
Mihailo Stojnic
Generic proving of replica symmetry breaking. CoRR (2023)
Mihailo Stojnic
\emph{Lifted} RDT based capacity analysis of the 1-hidden layer treelike \emph{sign} perceptrons neural networks. CoRR (2023)
Mihailo Stojnic
Studying Hopfield models via fully lifted random duality theory. CoRR (2023)
Mihailo Stojnic
Bilinearly indexed random processes - stationarization of fully lifted interpolation. CoRR (2023)
Agostino Capponi, Mihailo Stojnic
Causal Inference (C-inf) - closed form worst case typical phase transitions. CoRR (2023)
Mihailo Stojnic
Fully lifted random duality theory. CoRR (2023)
Agostino Capponi, Mihailo Stojnic
Phase Transitions: Explicit relations for sparse vector and low rank recovery. ISIT (2023)
Mihailo Stojnic
Capacity of the treelike sign perceptrons neural networks with one hidden layer - RDT based upper bounds. CoRR (2023)
Agostino Capponi, Mihailo Stojnic
Causal Inference (C-inf) - asymmetric scenario of typical phase transitions. CoRR (2023)
Agostino Capponi, Mihailo Stojnic
Causal Inference - closed form expressions for worst case typical phase transitions. ISIT (2023)
Mihailo Stojnic
Binary perceptrons capacity via fully lifted random duality theory. CoRR (2023)
Mihailo Stojnic
Fully lifted interpolating comparisons of bilinearly indexed random processes. CoRR (2023)
Mihailo Stojnic
Fl RDT based ultimate lowering of the negative spherical perceptron capacity. CoRR (2023)
Mihailo Stojnic
Sparse linear regression - CLuP achieves the ideal \emph{exact} ML. CoRR (2020)
Mihailo Stojnic
Rephased CLuP. CoRR (2020)
Mihailo Stojnic
Algorithmic random duality theory - large scale CLuP. CoRR (2020)
Mihailo Stojnic
Starting CLuP with polytope relaxation. CoRR (2019)
Mihailo Stojnic
Complexity analysis of the Controlled Loosening-up (CLuP) algorithm. CoRR (2019)
Mihailo Stojnic
Controlled Loosening-up (CLuP) - achieving exact MIMO ML in polynomial time. CoRR (2019)
Mihailo Stojnic
Generic and lifted probabilistic comparisons - max replaces minmax. CoRR (2016)
Mihailo Stojnic
Random linear systems with sparse solutions - finite dimensions. CoRR (2016)
Mihailo Stojnic
Fully bilinear generic and lifted random processes comparisons. CoRR (2016)
Mihailo Stojnic
optimization in random linear systems - phase transitions and large deviations. CoRR (2016)
Mihailo Stojnic
optimization in random linear systems - finite dimensions. CoRR (2016)
Mihailo Stojnic
optimization in random linear systems - finite dimensions. CoRR (2016)
Mihailo Stojnic
optimization in random linear systems - asymptotics. CoRR (2016)
Mihailo Stojnic
Random linear under-determined systems with block-sparse solutions - asymptotics, large deviations, and finite dimensions. CoRR (2016)
Mihailo Stojnic
Meshes that trap random subspaces CoRR (2013)
Mihailo Stojnic
-optimization sectional thresholds. CoRR (2013)
Mihailo Stojnic
A framework to characterize performance of LASSO algorithms CoRR (2013)
Mihailo Stojnic
-optimization thresholds. CoRR (2013)
Mihailo Stojnic
Compressed sensing of block-sparse positive vectors. CoRR (2013)
Mihailo Stojnic
-optimization strong and sectional thresholds. CoRR (2013)
Mihailo Stojnic
Bounds on restricted isometry constants of random matrices. CoRR (2013)
Mihailo Stojnic
A performance analysis framework for SOCP algorithms in noisy compressed sensing CoRR (2013)
Mihailo Stojnic
Towards a better compressed sensing. CoRR (2013)
Mihailo Stojnic
-optimization thresholds. CoRR (2013)
Mihailo Stojnic
Lifting/lowering Hopfield models ground state energies. CoRR (2013)
Mihailo Stojnic
Regularly random duality CoRR (2013)
Mihailo Stojnic
A problem dependent analysis of SOCP algorithms in noisy compressed sensing CoRR (2013)
Mihailo Stojnic
-optimization weak thresholds CoRR (2013)
Mihailo Stojnic
Linear under-determined systems with sparse solutions: Redirecting a challenge? CoRR (2013)
Mihailo Stojnic
Bounding ground state energy of Hopfield models. CoRR (2013)
Mihailo Stojnic
-optimization block-length dependent thresholds CoRR (2013)
Mihailo Stojnic
-optimization CoRR (2013)
Mihailo Stojnic
1 optimization in compressed sensing. ICASSP (2010)
Mihailo Stojnic
Recovery thresholds for ℓ1 optimization in binary compressed sensing. ISIT (2010)
Mihailo Stojnic
-Optimization in Block-Sparse Compressed Sensing and Its Strong Thresholds. IEEE J. Sel. Top. Signal Process. 4 (2) (2010)
Mihailo Stojnic
1 optimization and its various thresholds in compressed sensing. ICASSP (2010)
Mihailo Stojnic
1-optimization in block-sparse compressed sensing. ICASSP (2010)
Mihailo Stojnic
1 optimization in compressed sensing. ICASSP (2010)
Mihailo Stojnic
Explicit thresholds for approximately sparse compressed sensing via ℓ1-optimization. ISIT (2009)
Mihailo Stojnic
1 optimization in compressed sensing. ICASSP (2009)
Mihailo Stojnic
-optimization in compressed sensing CoRR (2009)
Mihailo Stojnic
Block-length dependent thresholds in block-sparse compressed sensing CoRR (2009)
Mihailo Stojnic, Farzad Parvaresh, Babak Hassibi
On the reconstruction of block-sparse signals with an optimal number of measurements. IEEE Trans. Signal Process. 57 (8) (2009)
Mihailo Stojnic
1-optimization in block-sparse compressed sensing. ICASSP (2009)
Mihailo Stojnic
ℓ2/ℓ1-optimization and its strong thresholds in approximately block-sparse compressed sensing. ISIT (2009)
Mihailo Stojnic, Weiyu Xu, Babak Hassibi
Compressed sensing - probabilistic analysis of a null-space characterization. ICASSP (2008)
Weiyu Xu, Mihailo Stojnic, Babak Hassibi
Low-complexity blind maximum-likelihood detection for SIMO systems with general constellations. ICASSP (2008)
Mihailo Stojnic, Haris Vikalo, Babak Hassibi
and SDP Inspired Lower Bounds. IEEE Trans. Signal Process. 56 (2) (2008)
Mihailo Stojnic, Farzad Parvaresh, Babak Hassibi
On the reconstruction of block-sparse signals with an optimal number of measurements CoRR (2008)
Weiyu Xu, Mihailo Stojnic, Babak Hassibi
ON exact maximum-likelihood detection for non-coherent MIMO wireless systems: A branch-estimate-bound optimization framework. ISIT (2008)
Mihailo Stojnic, Weiyu Xu, Babak Hassibi
Compressed sensing of approximately sparse signals. ISIT (2008)
Mihailo Stojnic, Babak Hassibi, Haris Vikalo
PEP analysis of SDP-based non-coherent signal detection. ISIT (2007)
Mihailo Stojnic, Babak Hassibi, Haris Vikalo
PEP Analysis of the SDP Based Joint Channel Estimation and Signal Detection. ICASSP (3) (2007)
Mihailo Stojnic, Babak Hassibi
Unambiguous discrimination between two rank-2 mixed quantum states. ISIT (2007)
Mihailo Stojnic, Haris Vikalo, Babak Hassibi
Further Results on Speeding up the Sphere Decoder. ICASSP (4) (2006)
Mihailo Stojnic, Haris Vikalo, Babak Hassibi
Asymptotic Analysis of the Gaussian Broadcast Channel with Perturbation Preprocessing. ICASSP (4) (2006)
Mihailo Stojnic, Haris Vikalo, Babak Hassibi
Rate maximization in multi-antenna broadcast channels with linear preprocessing. IEEE Trans. Wirel. Commun. 5 (9) (2006)
Mihailo Stojnic, Haris Vikalo, Babak Hassibi
A branch and bound approach to speed up the sphere decoder. ICASSP (3) (2005)
Mihailo Stojnic, Haris Vikalo, Babak Hassibi
Rate maximization in multi-antenna broadcast channels with linear preprocessing. GLOBECOM (2004)