How catastrophic can catastrophic forgetting be in linear regression?
To better understand catastrophic forgetting, we study fitting an overparameterized linear
model to a sequence of tasks with different input distributions. We analyze how much the …
model to a sequence of tasks with different input distributions. We analyze how much the …
Jordan's principal angles in complex vector spaces
A Galántai, CJ Hegedűs - Numerical Linear Algebra with …, 2006 - Wiley Online Library
We analyse the possible recursive definitions of principal angles and vectors in complex
vector spaces and give a new projector based definition. This enables us to derive important …
vector spaces and give a new projector based definition. This enables us to derive important …
[PDF][PDF] A formula for angles between subspaces of inner product spaces.
H Gunawan, O Neswan, W Setya-Budhi - Beiträge zur Algebra und …, 2005 - eudml.org
1. Introduction The notion of angles between two subspaces of the Euclidean space R d has
been studied by many researchers s ince the 1 950's or even earlier (see[3]). In statistics …
been studied by many researchers s ince the 1 950's or even earlier (see[3]). In statistics …
User scheduling for heterogeneous multiuser MIMO systems: A subspace viewpoint
In downlink multiuser multiple-input-multiple-output (MU-MIMO) systems, users are
practically heterogeneous. However, many existing user-scheduling algorithms are …
practically heterogeneous. However, many existing user-scheduling algorithms are …
A user selection algorithm using angle between subspaces for downlink MU-MIMO systems
One of major issues in the efficient use of radio resource for multiuser multiple-input/multiple-
output (MU-MIMO) systems is the selection of users to achieve the maximum system …
output (MU-MIMO) systems is the selection of users to achieve the maximum system …
On the extrinsic principal directions of Riemannian submanifolds
S Haesen, D Kowalczyk, L Verstraelen - Note di Matematica, 2010 - siba-ese.unisalento.it
The Casorati curvature of a submanifold M^ n of a Riemannianmanifold {\widetilde {M}^{n+
m}} is known to be the normalized square of the lengthof the second fundamental form …
m}} is known to be the normalized square of the lengthof the second fundamental form …
The effects of partial observability in SLAM
J Andrade-Cetto, A Sanfeliu - IEEE International Conference on …, 2004 - ieeexplore.ieee.org
In this article, we show that partial observability hinders full reconstructibility of the state
space in SLAM, making the final map estimate dependent on the initial observations, and …
space in SLAM, making the final map estimate dependent on the initial observations, and …
On relationships between two linear subspaces and two orthogonal projectors
Y Tian - Special Matrices, 2019 - degruyter.com
Sum and intersection of linear subspaces in a vector space over a field are fundamental
operations in linear algebra. The purpose of this survey paper is to give a comprehensive …
operations in linear algebra. The purpose of this survey paper is to give a comprehensive …
Subspace-based representation and learning for phonotactic spoken language recognition
Phonotactic constraints can be employed to distinguish languages by representing a speech
utterance as a multinomial distribution or phone events. In the present study, we propose a …
utterance as a multinomial distribution or phone events. In the present study, we propose a …
Dimensioning flat equivalent radiators
We deal with the problem of modeling a radiator/scatterer using an equivalent radiator. The
problem amounts at determining shape and size of a radiating surface producing, on a …
problem amounts at determining shape and size of a radiating surface producing, on a …