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TYPICAL SUBSPACE

  • Typical subspace
  • Term in quantum information theory

    In quantum information theory, the idea of a typical subspace plays an important role in the proofs of many coding theorems (the most prominent example

    Typical subspace

    Typical_subspace

  • Classical capacity
  • Term in quantum information theory

    the received state in the average typical subspace?" He can do this operationally by performing a typical subspace measurement corresponding to { Π ρ

    Classical capacity

    Classical_capacity

  • Affine space
  • Euclidean space without distance and angles

    linear subspace (vector subspace) of a vector space produces an affine subspace of the vector space. One commonly says that this affine subspace has been

    Affine space

    Affine space

    Affine_space

  • Clustering high-dimensional data
  • Method of data analysis

    number of possible values with each dimension, complete enumeration of all subspaces becomes intractable with increasing dimensionality. This problem is known

    Clustering high-dimensional data

    Clustering_high-dimensional_data

  • Euclidean space
  • Fundamental space of geometry

    subspaces: its Euclidean subspaces and its linear subspaces. Linear subspaces are Euclidean subspaces and a Euclidean subspace is a linear subspace if

    Euclidean space

    Euclidean space

    Euclidean_space

  • Symplectic vector space
  • Mathematical concept

    = Tp(M) ⊕ (Tp(M))∗. The complex analog to a Lagrangian subspace is a real subspace, a subspace whose complexification is the whole space: W = V ⊕ J V

    Symplectic vector space

    Symplectic_vector_space

  • Meagre set
  • "Small" subset of a topological space

    {\displaystyle A} can also be called a meagre subspace of X {\displaystyle X} , meaning a meagre space when given the subspace topology. Importantly, this is not

    Meagre set

    Meagre_set

  • Super Smash Bros. Brawl
  • 2008 video game

    more extensive single-player mode than its predecessors, known as "The Subspace Emissary". This mode is a side-scrolling and plot-driven beat 'em up featuring

    Super Smash Bros. Brawl

    Super_Smash_Bros._Brawl

  • Projective space
  • Completion of the usual space with "points at infinity"

    dimension n is defined as the set of the vector lines (that is, vector subspaces of dimension one) in a vector space V of dimension n + 1. Equivalently

    Projective space

    Projective space

    Projective_space

  • Dénes Petz
  • Hungarian mathematical physicist and quantum information theorist (1953–2018)

    Known for Quantum Stein's lemma Petz recovery map monotone metric typical subspace theorem variational formula for the quantum relative entropy Awards

    Dénes Petz

    Dénes_Petz

  • Entanglement-assisted classical capacity
  • Maximum rate of a quantum channel

    subadditivity of quantum entropy. Classical capacity Quantum capacity Typical subspace Christoph Adami and Nicolas J. Cerf. von Neumann capacity of noisy

    Entanglement-assisted classical capacity

    Entanglement-assisted_classical_capacity

  • Vector space
  • Algebraic structure in linear algebra

    if and only if all its coefficients are zero. Linear subspace A linear subspace or vector subspace W of a vector space V is a non-empty subset of V that

    Vector space

    Vector space

    Vector_space

  • Mark Wilde
  • utilizes the von Neumann entropy and its variants and the notion of typical subspace to present the capacities of quantum communication channels. The second

    Mark Wilde

    Mark_Wilde

  • SubSpace (video game)
  • 1997 video game

    SubSpace is a 2D space shooter video game created in 1995 and released in 1997 by Virgin Interactive which was a finalist for the Academy of Interactive

    SubSpace (video game)

    SubSpace_(video_game)

  • Quantum information
  • Information held in the state of a quantum system

    Quantum information science Quantum statistical mechanics Qubit Qutrit Typical subspace Vedral, Vlatko (2006). Introduction to Quantum Information Science

    Quantum information

    Quantum information

    Quantum_information

  • Remez algorithm
  • Algorithm to approximate functions

    referred to as Remes algorithm or Reme algorithm. A typical example of a Chebyshev space is the subspace of Chebyshev polynomials of order n in the space

    Remez algorithm

    Remez_algorithm

  • Industrial robot
  • Robot used in manufacturing

    robot and the 3 orientation coordinates are in the constraint subspace. The motion subspace of lower mobility manipulators may be further decomposed into

    Industrial robot

    Industrial robot

    Industrial_robot

  • Hilbert space
  • Type of vector space in math

    Hilbert space. At a deeper level, perpendicular projection onto a linear subspace plays a significant role in optimization problems and other aspects of

    Hilbert space

    Hilbert space

    Hilbert_space

  • Multilinear subspace learning
  • Approach to dimensionality reduction

    Multilinear subspace learning is an approach for disentangling the causal factor of data formation and performing dimensionality reduction. The Dimensionality

    Multilinear subspace learning

    Multilinear subspace learning

    Multilinear_subspace_learning

  • List of Scott Pilgrim characters
  • Comics characters

    City before she moved to Toronto. She is capable of traveling through subspace and has seven evil exes who challenge Scott for her affection. She changes

    List of Scott Pilgrim characters

    List_of_Scott_Pilgrim_characters

  • Galerkin method
  • Method for solving continuous operator problems (such as differential equations)

    method, the boundary element method for solving integral equations, Krylov subspace methods. Let us introduce Galerkin's method with an abstract problem posed

    Galerkin method

    Galerkin_method

  • Ehresmann connection
  • Differential geometry construct on fiber bundles

    vector subspace of the tangent space T e E {\displaystyle T_{e}E} to E {\displaystyle E} at e {\displaystyle e} , called the horizontal subspace of the

    Ehresmann connection

    Ehresmann_connection

  • Eigenvalues and eigenvectors
  • Concepts from linear algebra

    distinct eigenvalues. Any subspace spanned by eigenvectors of T is an invariant subspace of T, and the restriction of T to such a subspace is diagonalizable.

    Eigenvalues and eigenvectors

    Eigenvalues_and_eigenvectors

  • E. E. Smith
  • Food engineer and science-fiction author (1890–1965)

    Galaxy Primes (working title: "The Girl With The Green Hair"), Subspace Explorers, and Subspace Encounter, E. E. Smith explores themes of telepathy and other

    E. E. Smith

    E._E._Smith

  • Indefinite inner product space
  • Vector space in functional analysis

    ("non-positive") A subspace L ⊂ K {\displaystyle L\subset K} lying within K 0 {\displaystyle K_{0}} is called a neutral subspace. Similarly, a subspace lying within

    Indefinite inner product space

    Indefinite_inner_product_space

  • Signal processing
  • Field of electrical engineering

    ISBN 9781108552349. Tanaka, Y.; Eldar, Y. (2020). "Generalized Sampling on Graphs with Subspace and Smoothness Prior". IEEE Transactions on Signal Processing. 68: 2272–2286

    Signal processing

    Signal processing

    Signal_processing

  • Linear algebra
  • Branch of mathematics

    mathematical structures. These subsets are called linear subspaces. More precisely, a linear subspace of a vector space V over a field F is a subset W of V

    Linear algebra

    Linear algebra

    Linear_algebra

  • Cluster analysis
  • Grouping a set of objects by similarity

    also belong to the parent cluster Subspace clustering: while an overlapping clustering, within a uniquely defined subspace, clusters are not expected to overlap

    Cluster analysis

    Cluster analysis

    Cluster_analysis

  • Synthetic-aperture radar
  • Form of radar used to create images of landscapes

    signal subspace. The MUSIC method is considered to be a poor performer in SAR applications. This method uses a constant instead of the clutter subspace. In

    Synthetic-aperture radar

    Synthetic-aperture radar

    Synthetic-aperture_radar

  • Schrieffer–Wolff transformation
  • Unitary transformation in quantum mechanics

    interacting subspaces. Using a perturbative approach, the transformation can be constructed such that the interaction between the two subspaces vanishes

    Schrieffer–Wolff transformation

    Schrieffer–Wolff_transformation

  • Sequence space
  • Vector space of infinite sequences

    functions and pointwise scalar multiplication. All sequence spaces are linear subspaces of this space. Sequence spaces are typically equipped with a norm, or

    Sequence space

    Sequence_space

  • Metric space
  • Mathematical space with a notion of distance

    topological space, then the subspace consisting of all bounded continuous functions from X to M is also complete. When X is a subspace of R n {\displaystyle

    Metric space

    Metric space

    Metric_space

  • Céa's lemma
  • Lemma in numerical analysis of differential equations

    {\displaystyle V.} Consider the same problem on a finite-dimensional subspace V h {\displaystyle V_{h}} of V , {\displaystyle V,} so, u h {\displaystyle

    Céa's lemma

    Céa's_lemma

  • Degrees of freedom (statistics)
  • Number of values in the final calculation of a statistic that are free to vary

    of the data vector onto the subspace spanned by the vector of 1's. The 1 degree of freedom is the dimension of this subspace. The second residual vector

    Degrees of freedom (statistics)

    Degrees_of_freedom_(statistics)

  • Embedding
  • Inclusion of one mathematical structure in another, preserving properties of interest

    ) {\displaystyle f(X)} (where f ( X ) {\displaystyle f(X)} carries the subspace topology inherited from Y {\displaystyle Y} ). Intuitively then, the embedding

    Embedding

    Embedding

  • K-finite
  • in K span a finite-dimensional subspace. The union of all finite-dimension K-invariant subspaces is itself a subspace, and K-invariant, and consists of

    K-finite

    K-finite

  • Weapons in Star Trek
  • handle. Subspace weapons are a class of directed energy weapons that directly affect subspace. The weapons can produce actual tears in subspace, and are

    Weapons in Star Trek

    Weapons_in_Star_Trek

  • Compactly generated space
  • Property of topological spaces

    {\displaystyle A\cap K} is open in K {\displaystyle K} for every compact subspace K ⊆ X . {\displaystyle K\subseteq X.} Other definitions use a family of

    Compactly generated space

    Compactly_generated_space

  • Clopen set
  • Subset which is both open and closed

    \mathbb {R} .} The topology on X {\displaystyle X} is inherited as the subspace topology from the ordinary topology on the real line R . {\displaystyle

    Clopen set

    Clopen_set

  • Principal component analysis
  • Method of data analysis

    principal components, and the PCA subspace spanned by the principal directions is identical to the cluster centroid subspace. However, that PCA is a useful

    Principal component analysis

    Principal component analysis

    Principal_component_analysis

  • Finite element method
  • Numerical method for solving physical or engineering problems

    differential equations arising in engineering and mathematical modeling. Typical problem areas of interest include the traditional fields of structural

    Finite element method

    Finite element method

    Finite_element_method

  • Multigrid method
  • Method of solving differential equations

    the subspace correction framework, BPX preconditioner is a parallel subspace correction method whereas the classic V-cycle is a successive subspace correction

    Multigrid method

    Multigrid_method

  • Algebraic Riccati equation
  • Nonlinear equation which arises on linear optimal control problems

    infinite-horizon optimal control problems in continuous time or discrete time. A typical algebraic Riccati equation is similar to one of the following: the continuous

    Algebraic Riccati equation

    Algebraic_Riccati_equation

  • Hamming space
  • codewords. In the case where C is a linear subspace of its Hamming space, it is called a linear code. A typical example of linear code is the Hamming code

    Hamming space

    Hamming space

    Hamming_space

  • LOBPCG
  • Method for finding largest (or smallest) eigenvalues

    {\displaystyle P^{i}} , rather than on the whole subspace. The constantly increasing amount of computer memory allows typical block sizes nowadays in the 10 3 − 10

    LOBPCG

    LOBPCG

  • Linear form
  • Linear map from a vector space to its field of scalars

    vector subspace N {\displaystyle N} of X {\displaystyle X} such that M ⊊ N ⊊ X . {\displaystyle M\subsetneq N\subsetneq X.} A vector subspace M {\displaystyle

    Linear form

    Linear_form

  • Super Smash Bros.
  • Series of crossover fighting games

    mix of platforming levels and typical battles based on various game series. Brawl's was far more expansive; titled "Subspace Emissary", it was a story-based

    Super Smash Bros.

    Super_Smash_Bros.

  • Amenable group
  • Locally compact topological group with an invariant averaging operation

    ℓ∞(Z) be the constant sequence ui = 1 for all i ∈ Z. Any element y of the subspace Y = {Sx - x : x ∈ ℓ∞(Z)} has a distance greater than or equal to 1 from

    Amenable group

    Amenable_group

  • Pythagorean theorem
  • Relation between sides of a right triangle

    coordinate subspace. μ m p i {\displaystyle \mu _{mp_{i}}} is the measure of the m-dimensional set projection onto m-dimensional coordinate subspace i. Because

    Pythagorean theorem

    Pythagorean theorem

    Pythagorean_theorem

  • Abstract Wiener space
  • Mathematical construction relating to infinite-dimensional spaces

    {\displaystyle B} is a Banach space that contains H {\displaystyle H} as a dense subspace. If B {\displaystyle B} is "sufficiently larger" than H {\displaystyle

    Abstract Wiener space

    Abstract_Wiener_space

  • Rotation
  • Movement of an object which leaves at least one point unchanged

    These vectors span the same subspace as v {\displaystyle v} and v ¯ {\displaystyle {\bar {v}}} , which is an invariant subspace under the application of

    Rotation

    Rotation

    Rotation

  • Transmon
  • Superconducting qubit implementation

    is to use harmonic oscillator modes, or bosonic modes, as the logical subspace. In such systems, transmons are used as ancillas for universal control

    Transmon

    Transmon

    Transmon

  • Linear discriminant analysis
  • Method used in statistics, pattern recognition, and other fields

    in the derivation of the Fisher discriminant can be extended to find a subspace which appears to contain all of the class variability. This generalization

    Linear discriminant analysis

    Linear discriminant analysis

    Linear_discriminant_analysis

  • Curse of dimensionality
  • Difficulties arising when analyzing data with many aspects ("dimensions")

    Linear least squares Model order reduction Multilinear PCA Multilinear subspace learning Principal component analysis Singular value decomposition Bellman

    Curse of dimensionality

    Curse_of_dimensionality

  • Asymptotic geometry
  • Branch of mathematics

    infinite-dimensional Banach spaces by examining their finite-dimensional subspaces and quotient spaces. John von Neumann in 1942 studied the asymptotic behavior

    Asymptotic geometry

    Asymptotic_geometry

  • Mailing list
  • System or list for multiple mail recipients

    org. Archived from the original on January 18, 2024. kernel.org: What is subspace running? "public-inbox listing". lore.kernel.org. Archived from the original

    Mailing list

    Mailing_list

  • Arrangement of hyperplanes
  • Partition of space by hyperplanes

    written L(A), is the set of all subspaces that are obtained by intersecting some of the hyperplanes; among these subspaces are S itself, all the individual

    Arrangement of hyperplanes

    Arrangement of hyperplanes

    Arrangement_of_hyperplanes

  • Wavelet
  • Function for integral Fourier-like transform

    components. The frequency bands or subspaces (sub-bands) are scaled versions of a subspace at scale 1. This subspace in turn is in most situations generated

    Wavelet

    Wavelet

    Wavelet

  • Tensor (machine learning)
  • Concept in machine learning

    and reduces the influence of different causal factors with multilinear subspace learning. When treating an image or a video as a 2- or 3-way array, i.e

    Tensor (machine learning)

    Tensor_(machine_learning)

  • Projective line
  • Line with a point at infinity added

    over a field K, commonly denoted P1(K), as the set of one-dimensional subspaces of a two-dimensional K-vector space. This definition is a special instance

    Projective line

    Projective_line

  • Morse theory
  • Analyzes the topology of a manifold by studying differentiable functions on that manifold

    {\displaystyle p} of f {\displaystyle f} is the dimension of the largest subspace of the tangent space to M {\displaystyle M} at p {\displaystyle p} on which

    Morse theory

    Morse_theory

  • Direction of arrival
  • Direction from which a signal is received

    Periodogram MUSIC SAMV Maximum likelihood ESPRIT Root MUSIC Weighted subspace fitting Method of Direction Estimation (MODE) Zhang, Qilin; Abeida, Habti;

    Direction of arrival

    Direction_of_arrival

  • Wave vector
  • Vector describing a wave; often its propagation direction

    surface in special relativity may be regarded as a hypersurface (a 3D subspace) in spacetime, formed by all the events passed by the wave surface. A wavetrain

    Wave vector

    Wave_vector

  • Outlier
  • Observation far apart from others in statistics and data science

    detect outliers, especially in the development of linear regression models. Subspace and correlation based techniques for high-dimensional numerical data It

    Outlier

    Outlier

    Outlier

  • Machine learning
  • Subset of artificial intelligence

    sparse, meaning that the mathematical model has many zeros. Multilinear subspace learning algorithms aim to learn low-dimensional representations directly

    Machine learning

    Machine_learning

  • Nilpotent matrix
  • Mathematical concept in algebra

    on R n {\displaystyle \mathbb {R} ^{n}} naturally determines a flag of subspaces { 0 } ⊂ ker ⁡ L ⊂ ker ⁡ L 2 ⊂ … ⊂ ker ⁡ L q − 1 ⊂ ker ⁡ L q = R n {\displaystyle

    Nilpotent matrix

    Nilpotent_matrix

  • Invariant (mathematics)
  • Property that is not changed by mathematical transformations

    invariant set under T, in which case the eigenvectors span an invariant subspace which is stable under T. When T is a screw displacement, the screw axis

    Invariant (mathematics)

    Invariant (mathematics)

    Invariant_(mathematics)

  • Tychonoff space
  • Type of regular Hausdorff space

    by taking point-separating initial topologies. It follows that: Every subspace of a completely regular or Tychonoff space has the same property. A nonempty

    Tychonoff space

    Tychonoff_space

  • Hartree–Fock method
  • Approximation method in quantum physics

    feature of the Hartree–Fock method. The Hartree–Fock method finds its typical application in the solution of the Schrödinger equation for atoms, molecules

    Hartree–Fock method

    Hartree–Fock_method

  • Mixture model
  • Statistical concept

    distributions to be learned. The projection of each data point to a linear subspace spanned by those vectors groups points originating from the same distribution

    Mixture model

    Mixture_model

  • Cantor space
  • Topological space

    spaces occur abundantly in real analysis. For example, they exist as subspaces in every perfect, complete metric space. (To see this, note that in such

    Cantor space

    Cantor_space

  • Spectral density estimation
  • Signal processing technique

    noise subspace. After these subspaces are identified, a frequency estimation function is used to find the component frequencies from the noise subspace. The

    Spectral density estimation

    Spectral_density_estimation

  • Vapnik–Chervonenkis theory
  • Branch of statistical computational learning theory

    \ldots ,t_{n})} are in a n − 1 dimensional subspace of Rn. Take a ≠ 0, a vector that is orthogonal to this subspace. Therefore: ∑ a i > 0 a i ( f ( x i ) −

    Vapnik–Chervonenkis theory

    Vapnik–Chervonenkis_theory

  • Face hallucination
  • Aspect of facial recognition software

    Matrix factorization (NMF) approach to learn localized part-based subspace. That subspace is effective for super-resolving the incoming face. For further

    Face hallucination

    Face_hallucination

  • Sectional curvature
  • Description in Riemannian geometry

    p ) {\displaystyle K(\sigma _{p})} depends on a two-dimensional linear subspace σ p {\displaystyle \sigma _{p}} of the tangent space at a point p {\displaystyle

    Sectional curvature

    Sectional_curvature

  • LF-space
  • Topological vector space

    TVSs then the LF-space is called a strict LF-space. This means that the subspace topology induced on Xn by Xn+1 is identical to the original topology on

    LF-space

    LF-space

  • Fourier transform
  • Mathematical transform that expresses a function of time as a function of frequency

    integral Eq.1 does not exist. However, the Fourier transform on the dense subspace L 1 ∩ L 2 ( R ) ⊂ L 2 ( R ) {\displaystyle L^{1}\cap L^{2}(\mathbb {R}

    Fourier transform

    Fourier transform

    Fourier_transform

  • OLED
  • Diode that emits light from an organic compound

    the Efficiency of Polariton OLEDs in and Beyond the Single-Excitation Subspace". Advanced Optical Materials. 13 (12) 2403046. arXiv:2404.04257. doi:10

    OLED

    OLED

    OLED

  • Schubert variety
  • real or the complex numbers. A typical example is the set X {\displaystyle X} of 2 {\displaystyle 2} -dimensional subspaces w ⊂ V {\displaystyle w\subset

    Schubert variety

    Schubert_variety

  • Stabilizer code
  • Quantum error correction code

    spaces, a symplectic subspace corresponds to a direct sum of Pauli algebras (i.e., encoded qubits), while an isotropic subspace corresponds to a set of

    Stabilizer code

    Stabilizer_code

  • Digimon Battle Spirit
  • 2001 video game

    Tamers: Battle Spirit Ver. 1.5. The Digital World, a computer-generated subspace that exists between all forms of digital devices, and home of the creatures

    Digimon Battle Spirit

    Digimon_Battle_Spirit

  • Coefficient of determination
  • Indicator for how well data points fit a line or curve

    giving the minimal distance from the space. The smaller model space is a subspace of the larger one, and thereby the residual of the smaller model is guaranteed

    Coefficient of determination

    Coefficient of determination

    Coefficient_of_determination

  • Intelligence
  • Ability to perceive, infer, retain or apply information

    framework, Deep Blue has the power to "steer a chessboard's future into a subspace of possibility which it labels as 'winning', despite attempts by Garry

    Intelligence

    Intelligence

    Intelligence

  • Design for additive manufacturing
  • Designing products to facilitate 3D printing

    (PSPP) chain can be used to efficiently search an AM design subspace for the optimum point with respect to the performance of the AM structure

    Design for additive manufacturing

    Design_for_additive_manufacturing

  • Convolutional neural network
  • Type of feedforward neural network

    based on convolutional gated restricted Boltzmann machines and independent subspace analysis. Its application can be seen in text-to-video models.[citation

    Convolutional neural network

    Convolutional_neural_network

  • Descent: FreeSpace – The Great War
  • 1998 video game

    technology to track ships in subspace, and had discovered that the Shivans' shield technology doesn't work in subspace, a flaw that also exists within

    Descent: FreeSpace – The Great War

    Descent:_FreeSpace_–_The_Great_War

  • Shear mapping
  • Type of geometric transformation

    shear transformation of the polytope's vertices. For a vector space V and subspace W, a shear fixing W translates all vectors in a direction parallel to W

    Shear mapping

    Shear mapping

    Shear_mapping

  • Physics-informed neural networks
  • Technique to solve partial differential equations

    which reduces the solution search space of constrained problems to the subspace of neural network that analytically satisfies the constraints. A further

    Physics-informed neural networks

    Physics-informed neural networks

    Physics-informed_neural_networks

  • Aleksey Krylov
  • Russian naval engineer, mathematician, and memoirist (1863–1945)

    In 1931 he published a paper on what is now called the Krylov subspace and Krylov subspace methods. The paper deals with eigenvalue problems, namely, with

    Aleksey Krylov

    Aleksey Krylov

    Aleksey_Krylov

  • BDSM
  • Erotic practices involving domination and sadomasochism

    afterglow of orgasm. The corresponding trance-like mental state is also called subspace, for the submissive, and domspace, for the dominant. Some use body stress

    BDSM

    BDSM

    BDSM

  • Transporter (Star Trek)
  • Teleportation device installed on starships in Star Trek

    Hunted"). The TNG episode "Bloodlines" features a dangerous and experimental "subspace transporter" capable of interstellar distances and the Dominion had the

    Transporter (Star Trek)

    Transporter_(Star_Trek)

  • Star Trek: Nemesis
  • 2002 American science fiction film by Stuart Baird

    but is ambushed by Scimitar in the Bassen Rift, a region that prevents subspace communication. Despite the aid of two Romulan Warbirds, Enterprise is heavily

    Star Trek: Nemesis

    Star_Trek:_Nemesis

  • Noether normalization lemma
  • Result of commutative algebra

    general projection from an affine space containing X to a d-dimensional subspace. More generally, in the language of schemes, the theorem can equivalently

    Noether normalization lemma

    Noether_normalization_lemma

  • Pattern recognition
  • Automated recognition of patterns and regularities in data

    procedure is then to minimize the error rate (maximize the correctness) on a "typical" test set. For a probabilistic pattern recognizer, the problem is instead

    Pattern recognition

    Pattern_recognition

  • Entanglement distillation
  • Process of "purifying" entangled quantum states

    projects Bob's qubits onto a subspace P i T {\displaystyle \mathbf {P} _{i}^{T}} corresponding to Alice's projected subspace P i {\displaystyle \mathbf

    Entanglement distillation

    Entanglement_distillation

  • Singular spectrum analysis
  • Nonparametric spectral estimation method

    frequency domain decomposition. The origins of SSA and, more generally, of subspace-based methods for signal processing, go back to the eighteenth century

    Singular spectrum analysis

    Singular spectrum analysis

    Singular_spectrum_analysis

  • ELKI
  • Data mining framework

    HDBSCAN Mean-shift clustering BIRCH clustering SUBCLU (Density-Connected Subspace Clustering for High-Dimensional Data) CLIQUE clustering ORCLUS and PROCLUS

    ELKI

    ELKI

    ELKI

  • Earthworm Jim 2
  • 1995 video game

    Jagged Edge - Shiny and Grubs". Atari Explorer Online. Vol. 3, no. 13. Subspace Publishers. Archived from the original on 2016-03-03. Retrieved 2019-03-24

    Earthworm Jim 2

    Earthworm_Jim_2

  • K-means clustering
  • Vector quantization algorithm minimizing the sum of squared deviations

    clusters intertwined in space do not separate well when projected onto PCA subspace. k-means should not be expected to do well on this data. It is straightforward

    K-means clustering

    K-means_clustering

  • Quantum decoherence
  • Loss of quantum coherence

    Alternatively we can say that they occupy different lower-dimensional subspaces in the phase space of the joint system. The effective dimensionality of

    Quantum decoherence

    Quantum decoherence

    Quantum_decoherence

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