Search Results for author: Alex A. Gorodetsky

Found 3 papers, 1 papers with code

Bayesian Identification of Nonseparable Hamiltonian Systems Using Stochastic Dynamic Models

no code implementations15 Sep 2022 Harsh Sharma, Nicholas Galioto, Alex A. Gorodetsky, Boris Kramer

This paper proposes a probabilistic Bayesian formulation for system identification (ID) and estimation of nonseparable Hamiltonian systems using stochastic dynamic models.

Dynamic multi-agent assignment via discrete optimal transport

1 code implementation23 Oct 2019 Koray G. Kachar, Alex A. Gorodetsky

We propose an optimal solution to a deterministic dynamic assignment problem by leveraging connections to the theory of discrete optimal transport to convert the combinatorial assignment problem into a tractable linear program.

Multiagent Systems Systems and Control Systems and Control Optimization and Control Computation 90C08, 49J15, 65K10

Gradient-based Optimization for Regression in the Functional Tensor-Train Format

no code implementations3 Jan 2018 Alex A. Gorodetsky, John D. Jakeman

We consider the task of low-multilinear-rank functional regression, i. e., learning a low-rank parametric representation of functions from scattered real-valued data.

regression

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