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Found 4 papers, 2 papers with code
Learning Variational Models with Unrolling and Bilevel Optimization
In this paper we consider the problem of learning variational models in the context of supervised learning via risk minimization.
Parameter region for multistationarity in $n-$site phosphorylation networks
For any $n$, we provide sufficient conditions for the polynomial to be positive and hence, preclude multistationarity, and also sufficient conditions for it to attain negative values and hence, enable multistationarity.
Evaluation of Pool-based Testing Approaches to Enable Population-wide Screening for COVID-19
29 days in the US, 71 in the UK, 25 in Singapore, 17 in Italy and 10 in Germany (ca.
Populations and Evolution Applications
An Experimental Comparison of SONC and SOS Certificates for Unconstrained Optimization
Finding the minimum of a multivariate real polynomial is a well-known hard problem with various applications.
Optimization and Control Mathematical Software Algebraic Geometry Primary: 14P99, 90-04, 90C22, 90C26, Secondary: 14Q20, 52B20, 68Q25 G.4
