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REPARAMETERIZATION TRICK

  • Reparameterization trick
  • Technique used in stochastic gradient variational inference

    The reparameterization trick (aka "reparameterization gradient estimator") is a technique used in statistical machine learning, particularly in variational

    Reparameterization trick

    Reparameterization_trick

  • Variational autoencoder
  • Deep learning generative model to encode data representation

    networks are typically trained together with the usage of the reparameterization trick, although the variance of the noise model can be learned separately

    Variational autoencoder

    Variational autoencoder

    Variational_autoencoder

  • Gumbel distribution
  • Particular case of the generalized extreme value distribution

    distribution. This technique is called "Gumbel-max trick" and is a special example of "reparameterization tricks". In detail, let ( π 1 , … , π n ) {\displaystyle

    Gumbel distribution

    Gumbel distribution

    Gumbel_distribution

  • Exploration–exploitation dilemma
  • Concept in decision-making

    \mu _{W},\Sigma _{W},\mu _{b},\Sigma _{b}} are learned via the reparameterization trick. Berger-Tal, Oded; Nathan, Jonathan; Meron, Ehud; Saltz, David

    Exploration–exploitation dilemma

    Exploration–exploitation_dilemma

  • Policy gradient method
  • Class of reinforcement learning algorithms

    }(A_{j}|S_{j})\cdot \Psi _{i}|S_{i}=s_{i}]=0.} Proofs Proof of the lemma Use the reparameterization trick. E π θ [ ∇ θ ln ⁡ π θ ( A j | S j ) | S i = s i ] = ∑ s P r ( S

    Policy gradient method

    Policy_gradient_method

  • Flow-based generative model
  • Statistical model used in machine learning

    are fixed functions that define the autoregressive model. By the reparameterization trick, the autoregressive model is generalized to a normalizing flow:

    Flow-based generative model

    Flow-based_generative_model

  • Wasserstein GAN
  • Generative adversarial network variant

    \nabla _{\theta }\ln \rho _{\mu _{G}}(x)]} where we used the reparameterization trick. As shown, the generator in GAN is motivated to let its μ G {\displaystyle

    Wasserstein GAN

    Wasserstein_GAN

  • Unsupervised learning
  • Paradigm in machine learning that uses no classification labels

    Sampling, and backpropagating reconstruction errors or hidden state reparameterizations. See the table below for more details. An energy function is a macroscopic

    Unsupervised learning

    Unsupervised_learning

  • Melnikov distance
  • \}=W^{s}(p_{0})\cap W^{u}(p_{0})\cup \{p_{0}\}.} To obtain the Melnikov function, some tricks have to be used, for example, to get rid of the time dependence and to gain

    Melnikov distance

    Melnikov_distance

  • Curve-shortening flow
  • Motion of a curve based on its curvature

    to move along the curve, as the curve evolves. Choosing a careful reparameterization can help redistribute the vertices more evenly along the curve in

    Curve-shortening flow

    Curve-shortening flow

    Curve-shortening_flow

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REPARAMETERIZATION TRICK

  • Achshaph
  • Girl/Female

    Biblical

    Achshaph

    Poison, tricks.

    Achshaph

  • Seabrook
  • Surname or Lastname

    English

    Seabrook

    English : habitational name from a place in Buckinghamshire, so called from the Old English river name Sǣge, which probably meant ‘trickling’, ‘slow-moving’, + Old English brōc ‘stream’.

    Seabrook

  • Aster
  • Surname or Lastname

    German

    Aster

    German : nickname from Middle High German agelster ‘magpie’, which was known especially in the Middle Ages for mischievous tricks.English : perhaps a variant of Easter.

    Aster

  • Pratt
  • Surname or Lastname

    English

    Pratt

    English : nickname for a clever trickster, from Old English prætt ‘trick’, ‘tricky’, ‘cunning’ (which is found in use as a byname in the 11th century). This surname is quite common in southeastern Ireland.

    Pratt

  • Yukti
  • Girl/Female

    Hindu

    Yukti

    Trick, Power, Strategy, Solution by logic, By reasoning

    Yukti

  • Coven
  • Surname or Lastname

    English

    Coven

    English : from Old French covine ‘fraud’, ‘deceit’, hence a derogatory nickname for a trickster.English : habitational name from a place in Staffordshire named Coven ‘(place) at the huts or shelters (Old English cofa, dative plural cofum)’.

    Coven

  • Trickett
  • Surname or Lastname

    English

    Trickett

    English : from a diminutive of Trick.

    Trickett

  • Rench
  • Surname or Lastname

    English

    Rench

    English : perhaps a variant spelling of Wrench, a nickname from Middle English wrench ‘trick’, ‘artifice’.Probably an altered spelling of German Rensch or Rentsch.

    Rench

  • Yukthi | யுகதீ 
  • Girl/Female

    Tamil

    Yukthi | யுகதீ 

    Trick, Power, Strategy, Solution by logic, By reasoning

    Yukthi | யுகதீ 

  • Yukti | யுக்தி
  • Girl/Female

    Tamil

    Yukti | யுக்தி

    Trick, Power, Strategy, Solution by logic, By reasoning

    Yukti | யுக்தி

  • Wrench
  • Surname or Lastname

    English

    Wrench

    English : nickname from Middle English wrench ‘wile’, ‘trick’, ‘artifice’.

    Wrench

  • Trippett
  • Surname or Lastname

    English

    Trippett

    English : nickname for a schemer or trickster, from Middle English tripet(t), Old French tripot ‘malicious plot’, ‘trick’.

    Trippett

  • Trickey
  • Surname or Lastname

    English (Devon)

    Trickey

    English (Devon) : habitational name from Trickey in Devon, recorded in 1238 as Trikehle apparently ‘enclosure (Middle English hey) of a man nicknamed Trick’.

    Trickey

  • Gaines
  • Surname or Lastname

    English (of Norman origin)

    Gaines

    English (of Norman origin) : nickname for a crafty or ingenious person, from a reduced form of Old French engaine ‘ingenuity’, ‘trickery’ (Latin ingenium ‘native wit’). The word was also used in a concrete sense of a stratagem or device, particularly a trap.This surname has also assimilated reduced variants of Welsh Gurganus.

    Gaines

  • Cousin
  • Surname or Lastname

    English and French

    Cousin

    English and French : nickname from Middle English, Old French co(u)sin, cusin (Latin consobrinus), which in the Middle Ages, as in Shakespearean English, had the general meaning ‘relative’, ‘kinsman’. The surname would thus have denoted a person related in some way to a prominent figure in the neighborhood. In some cases it may also have been a nickname for someone who used the term ‘cousin’ frequently as a familiar term of address. The old slang word cozen ‘cheat’, perhaps derives from the medieval confidence trickster’s use of the word cousin as a term of address to invoke a spurious familiarity. The patronymics constitute the most frequent forms of this name.

    Cousin

  • Ginn
  • Surname or Lastname

    Irish

    Ginn

    Irish : reduced form of McGinn, an Anglicized form of Gaelic Mag Finn ‘son of Fionn’.English : from Middle English gin ‘trick’, ‘contrivance’, ‘snare’, a reduced form of Middle English engin (see Ingham 2), hence a metonymic occupational name for a trapper or a nickname for a cunning person.

    Ginn

  • Trick
  • Surname or Lastname

    English (southwest and South Wales)

    Trick

    English (southwest and South Wales) : metonymic nickname for a cunning or crafty person, from Middle English trick ‘strategem’, ‘device’ (from a Norman form of Old French triche).

    Trick

  • Davenport
  • Surname or Lastname

    English

    Davenport

    English : habitational name from a place in Cheshire named Davenport, from the Dane river (apparently named with a Celtic cognate of Middle Welsh dafnu ‘to drop’, ‘to trickle’) + Old English port ‘market town’.Irish (County Tipperary) : English surname adopted by bearers of Munster Gaelic Ó Donndubhartaigh ‘descendant of Donndubhartach’, a personal name composed of the elements donn ‘brown-haired man’ or ‘chieftain’ + dubh ‘black’ + artach ‘nobleman’.John Davenport (died 1670) arrived in Boston, MA, in 1637. He came of an English Cheshire family associated with Capesthorne Hall, near Macclesfield.

    Davenport

  • Mock
  • Surname or Lastname

    English (Devon)

    Mock

    English (Devon) : from the rare Old English masculine personal name Mocca, which may be related to a Germanic stem mokk- ‘to accumulate’, ‘to be heaped up’, and hence may originally have been a nickname for a heavy, thickset person. Alternatively, it could be from Middle English mokke ‘trick’, ‘joke’, ‘jest’, ‘act of jeering’, a derivative of mokke(n) ‘to mock’, from Old French moquer.German : variant of Maag.German : nickname for a short, thickset man, Middle High German mocke.Dutch : nickname from Middle Dutch mocke ‘dirty or wanton woman’, ‘slut’, or from West Flemish mokke ‘fat child’.

    Mock

  • Wiles
  • Surname or Lastname

    English

    Wiles

    English : metonymic occupational name for a trapper or hunter, in particular someone who caught fish, especially eels, by setting up wicker traps in rivers and estuaries, from Middle English wile ‘trap’, ‘snare’ (late Old English wīl ‘contrivance’, ‘trick’ possibly of Scandinavian origin), or in some cases probably a nickname for a devious person.

    Wiles

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Online names & meanings

  • Sarit
  • Boy/Male

    Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Thai

    Sarit

    River

  • XIAOHUI
  • Female

    Chinese

    XIAOHUI

    morning sunlight.

  • Dviti
  • Girl/Female

    Hindu, Indian

    Dviti

    Bright

  • Parkhurst
  • Surname or Lastname

    English

    Parkhurst

    English : habitational name from any of various minor places called Parkhurst, for example in Sussex, Surrey, and Hampshire.

  • Champika | ச஁பிகா
  • Girl/Female

    Tamil

    Champika | ச஁பிகா

    Little Champa flower

  • Santwana
  • Girl/Female

    Indian, Telugu

    Santwana

    Calm

  • ASHANTI
  • Female

    African

    ASHANTI

    of the Ashanti people.

  • Sunina
  • Girl/Female

    Hindu, Indian

    Sunina

    Beautiful Eyes; Tree of Heaven

  • Sujashree
  • Girl/Female

    Indian, Malayalam

    Sujashree

    Born in Good

  • Kupat | குபாத
  • Boy/Male

    Tamil

    Kupat | குபாத

    Excellent

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Other words and meanings similar to

REPARAMETERIZATION TRICK

AI search in online dictionary sources & meanings containing REPARAMETERIZATION TRICK

REPARAMETERIZATION TRICK

  • Trickled
  • imp. & p. p.

    of Trickle

  • Trick
  • v. t.

    To deceive by cunning or artifice; to impose on; to defraud; to cheat; as, to trick another in the sale of a horse.

  • Trickish
  • a.

    Given to tricks; artful in making bargains; given to deception and cheating; knavish.

  • Tricker
  • n.

    One who tricks; a trickster.

  • Trick
  • a.

    A particular habit or manner; a peculiarity; a trait; as, a trick of drumming with the fingers; a trick of frowning.

  • Trickiness
  • n.

    The quality of being tricky.

  • Trick
  • a.

    Mischievous or annoying behavior; a prank; as, the tricks of boys.

  • Tricksiness
  • n.

    The quality or state of being tricksy; trickiness.

  • Trick
  • a.

    An artifice or stratagem; a cunning contrivance; a sly procedure, usually with a dishonest intent; as, a trick in trade.

  • Tricked
  • imp. & p. p.

    of Trick

  • Tricking
  • a.

    Given to tricks; tricky.

  • Tricky
  • a.

    Given to tricks; practicing deception; trickish; knavish.

  • Trick
  • a.

    A sly, dexterous, or ingenious procedure fitted to puzzle or amuse; as, a bear's tricks; a juggler's tricks.

  • Waggery
  • n.

    The manner or action of a wag; mischievous merriment; sportive trick or gayety; good-humored sarcasm; pleasantry; jocularity; as, the waggery of a schoolboy.

  • Waggish
  • a.

    Done, made, or laid in waggery or for sport; sportive; humorous; as, a waggish trick.

  • Tricksy
  • a.

    Exhibiting artfulness; trickish.

  • Tricking
  • p. pr. & vb. n.

    of Trick

  • Trickster
  • n.

    One who tricks; a deceiver; a tricker; a cheat.

  • Vole
  • v. i.

    To win all the tricks by a vole.

  • Trickling
  • p. pr. & vb. n.

    of Trickle