The inflation technique for causal inference with latent variables

E Wolfe, RW Spekkens, T Fritz - Journal of Causal Inference, 2019 - degruyter.com
The problem of causal inference is to determine if a given probability distribution on
observed variables is compatible with some causal structure. The difficult case is when the …

Reachability analysis of discrete-time systems with disturbances

SV Rakovic, EC Kerrigan, DQ Mayne… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
This paper presents new results that allow one to compute the set of states that can be
robustly steered in a finite number of steps, via state feedback control, to a given target set …

Fast interpolation and time-optimization with contact

K Hauser - The International Journal of Robotics Research, 2014 - journals.sagepub.com
This paper presents a method for generating dynamically feasible, keyframe-interpolating
motions for robots undergoing contact, such as in legged locomotion and manipulation. The …

Machine learning-based warm starting of active set methods in embedded model predictive control

M Klaučo, M Kalúz, M Kvasnica - Engineering Applications of Artificial …, 2019 - Elsevier
We propose to apply artificial intelligence approaches in a warm-starting procedure to
accelerate active set methods that are used to solve strictly convex quadratic programs in …

Approximate hybrid model predictive control for multi-contact push recovery in complex environments

T Marcucci, R Deits, M Gabiccini… - 2017 IEEE-RAS 17th …, 2017 - ieeexplore.ieee.org
Feedback control of robotic systems interacting with the environment through contacts is a
central topic in legged robotics. One of the main challenges posed by this problem is the …

All the noncontextuality inequalities for arbitrary prepare-and-measure experiments with respect to any fixed set of operational equivalences

D Schmid, RW Spekkens, E Wolfe - Physical Review A, 2018 - APS
Within the framework of generalized noncontextuality, we introduce a general technique for
systematically deriving noncontextuality inequalities for any experiment involving finitely …

Convex relaxations of non-convex mixed integer quadratically constrained programs: projected formulations

A Saxena, P Bonami, J Lee - Mathematical programming, 2011 - Springer
A common way to produce a convex relaxation of a Mixed Integer Quadratically Constrained
Program (MIQCP) is to lift the problem into a higher-dimensional space by introducing …

Constrained control of uncertain, time-varying, discrete-time systems

HN Nguyen - Lecture Notes in Control and Infomration Sciences, 2014 - Springer
A fundamental problem in automatic control is the control of uncertain and/or timevarying
plants with input and state or output constraints. Most elegantly, and theoretically most …

Managing flexibility in multi-area power systems

MA Bucher, S Chatzivasileiadis… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In this paper we present a framework to efficiently characterize the available operational
flexibility in a multi-area power system. We focus on the available reserves and the tie-line …

Non-iterative solution for coordinated optimal dispatch via equivalent projection—Part II: Method and applications

Z Tan, Z Yan, H Zhong, Q Xia - IEEE Transactions on Power …, 2023 - ieeexplore.ieee.org
This two-part paper develops a non-iterative coordinated optimal dispatch framework, ie,
free of iterative information exchange, via the innovation of the equivalent projection (EP) …