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01/02/2023
Causal Inference (C-inf) – asymmetric scenario of typical phase transitions
In this paper, we revisit and further explore a mathematically rigorous ...
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01/02/2023
Causal Inference (C-inf) – closed form worst case typical phase transitions
In this paper we establish a mathematically rigorous connection between ...
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11/23/2020
Sparse linear regression – CLuP achieves the ideal exact ML
In this paper we revisit one of the classical statistical problems, the ...
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11/23/2020
Rephased CLuP
In <cit.> we introduced CLuP, a Random Duality Theory (RDT) based algori...
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11/23/2020
Algorithmic random duality theory – large scale CLuP
Based on our Random Duality Theory (RDT), in a sequence of our recent pa...
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09/03/2019
Starting CLuP with polytope relaxation
The Controlled Loosening-up (CLuP) mechanism that we recently introduced...
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09/03/2019
Complexity analysis of the Controlled Loosening-up (CLuP) algorithm
In our companion paper <cit.> we introduced a powerful mechanism that we...
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09/03/2019
Controlled Loosening-up (CLuP) – achieving exact MIMO ML in polynomial time
In this paper we attack one of the most fundamental signal processing/in...
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06/17/2013
Discrete perceptrons
Perceptrons have been known for a long time as a promising tool within t...
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06/17/2013
Spherical perceptron as a storage memory with limited errors
It has been known for a long time that the classical spherical perceptro...
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03/29/2013