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Discrete perceptrons

Discrete perceptrons

17 June 2013
M. Stojnic
ArXiv (abs)PDFHTML

Papers citing "Discrete perceptrons"

19 / 19 papers shown
Binary perceptron computational gap -- a parametric fl RDT view
Binary perceptron computational gap -- a parametric fl RDT view
Mihailo Stojnic
115
2
0
02 Nov 2025
Injectivity capacity of ReLU gates
Injectivity capacity of ReLU gates
Mihailo Stojnic
226
3
0
28 Oct 2024
Precise analysis of ridge interpolators under heavy correlations -- a
  Random Duality Theory view
Precise analysis of ridge interpolators under heavy correlations -- a Random Duality Theory view
Mihailo Stojnic
274
1
0
13 Jun 2024
Ridge interpolators in correlated factor regression models -- exact risk
  analysis
Ridge interpolators in correlated factor regression models -- exact risk analysis
Mihailo Stojnic
221
1
0
13 Jun 2024
Exact objectives of random linear programs and mean widths of random
  polyhedrons
Exact objectives of random linear programs and mean widths of random polyhedrons
M. Stojnic
156
0
0
06 Mar 2024
Capacity of the Hebbian-Hopfield network associative memory
Capacity of the Hebbian-Hopfield network associative memory
M. Stojnic
240
2
0
04 Mar 2024
Fl RDT based ultimate lowering of the negative spherical perceptron
  capacity
Fl RDT based ultimate lowering of the negative spherical perceptron capacity
M. Stojnic
137
9
0
27 Dec 2023
Binary perceptrons capacity via fully lifted random duality theory
Binary perceptrons capacity via fully lifted random duality theory
M. Stojnic
340
11
0
29 Nov 2023
Studying Hopfield models via fully lifted random duality theory
Studying Hopfield models via fully lifted random duality theory
M. Stojnic
193
8
0
29 Nov 2023
Fully lifted random duality theory
Fully lifted random duality theory
M. Stojnic
152
18
0
29 Nov 2023
Bilinearly indexed random processes -- \emph{stationarization} of fully
  lifted interpolation
Bilinearly indexed random processes -- \emph{stationarization} of fully lifted interpolation
M. Stojnic
67
17
0
29 Nov 2023
Binary perceptron: efficient algorithms can find solutions in a rare
  well-connected cluster
Binary perceptron: efficient algorithms can find solutions in a rare well-connected clusterSymposium on the Theory of Computing (STOC), 2021
Emmanuel Abbe
Shuangping Li
Allan Sly
MQ
241
43
0
04 Nov 2021
Proof of the Contiguity Conjecture and Lognormal Limit for the Symmetric
  Perceptron
Proof of the Contiguity Conjecture and Lognormal Limit for the Symmetric PerceptronIEEE Annual Symposium on Foundations of Computer Science (FOCS), 2021
Emmanuel Abbe
Shuangping Li
Allan Sly
328
52
0
25 Feb 2021
Sparse linear regression -- CLuP achieves the ideal \emph{exact} ML
Sparse linear regression -- CLuP achieves the ideal \emph{exact} ML
M. Stojnic
153
0
0
23 Nov 2020
Rephased CLuP
Rephased CLuP
M. Stojnic
148
1
0
23 Nov 2020
Algorithmic random duality theory -- large scale CLuP
Algorithmic random duality theory -- large scale CLuP
M. Stojnic
150
2
0
23 Nov 2020
Starting CLuP with polytope relaxation
Starting CLuP with polytope relaxation
M. Stojnic
155
3
0
03 Sep 2019
Complexity analysis of the Controlled Loosening-up (CLuP) algorithm
Complexity analysis of the Controlled Loosening-up (CLuP) algorithm
M. Stojnic
183
6
0
03 Sep 2019
Controlled Loosening-up (CLuP) -- achieving exact MIMO ML in polynomial
  time
Controlled Loosening-up (CLuP) -- achieving exact MIMO ML in polynomial time
M. Stojnic
110
11
0
03 Sep 2019
1
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