We address the following mechanism design problem: Given a multi-player Normal-Form Game (NFG) with continuous action space, find non-discriminatory (i.e., identical for all players) restriction of space which maximizes resulting Nash Equilibrium respect to fixed social utility function. First, we propose formal model Restricted and corresponding optimization problem. then present an algorithm ...

Modeling high-dimensional multivariate distributions is a computationally challenging task. In the discrete case, Bayesian networks have been successfully used to reduce complexity and simplify problem. However, they lack of general model for continuous variables. order overcome this problem, Elidan (2010) proposed copula that parametrizes using functions. We propose new learning algorithm base...

We develop a systematic effective field theory of hydrodynamics for many-body systems on the lattice with global continuous non-Abelian symmetries. Models symmetries are ubiquitous in physics, arising diverse settings ranging from hot nuclear matter to cold atomic gases and quantum spin chains. In every dimension flavor symmetry group, low energy is set coupled noisy diffusion equations. Indepe...