'Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport', by Martin Slawski, Bodhisattva Sen.

http://jmlr.org/papers/v25/22-0058.html

#permuted #unlinked #multivariate

#letsroll

⚄ ⚂ ⚁ ⚃ ⚅→#schnapps
⚅ ⚃ ⚅ ⚀ ⚀→#unstuffed
⚁ ⚀ ⚁ ⚀ ⚅→#could
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚂ ⚅ ⚅ ⚄ ⚀→#marshland
⚃ ⚃ ⚅ ⚃ ⚅→#portal

schnapps-unstuffed-could-unlinked-marshland-portal

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#letsroll

⚃ ⚃ ⚅ ⚁ ⚂→#pony
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚁ ⚀ ⚀ ⚃ ⚀→#coronary
⚂ ⚅ ⚀ ⚀ ⚀→#length
⚁ ⚁ ⚅ ⚁ ⚃→#deodorant
⚁ ⚀ ⚀ ⚅ ⚁→#cosigner

pony-unlinked-coronary-length-deodorant-cosigner

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#letsroll

⚄ ⚃ ⚃ ⚀ ⚅→#single
⚀ ⚂ ⚁ ⚂ ⚄→#banknote
⚄ ⚁ ⚃ ⚀ ⚄→#rotunda
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚁ ⚀ ⚅ ⚄ ⚂→#cusp
⚅ ⚃ ⚁ ⚁ ⚁→#unlawful

single-banknote-rotunda-unlinked-cusp-unlawful

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#letsroll

⚁ ⚅ ⚀ ⚃ ⚂→#excluding
⚃ ⚂ ⚀ ⚀ ⚀→#outsource
⚅ ⚃ ⚁ ⚂ ⚀→#unleveled
⚄ ⚂ ⚅ ⚅ ⚅→#shawl
⚀ ⚂ ⚃ ⚅ ⚃→#blot
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked

excluding-outsource-unleveled-shawl-blot-unlinked

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#letsroll

⚅ ⚁ ⚀ ⚄ ⚁→#thicket
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚄ ⚀ ⚄ ⚅ ⚁→#resistant
⚃ ⚁ ⚄ ⚀ ⚅→#opal
⚅ ⚄ ⚁ ⚄ ⚄→#upswing
⚂ ⚃ ⚄ ⚃ ⚄→#imprudent

thicket-unlinked-resistant-opal-upswing-imprudent

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#letsroll

⚅ ⚁ ⚁ ⚀ ⚁→#thirstily
⚁ ⚃ ⚅ ⚂ ⚄→#egotistic
⚂ ⚄ ⚀ ⚁ ⚀→#jawline
⚅ ⚅ ⚃ ⚅ ⚅→#woven
⚅ ⚄ ⚂ ⚁ ⚀→#urologist
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked

thirstily-egotistic-jawline-woven-urologist-unlinked

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#letsroll

⚁ ⚃ ⚀ ⚄ ⚁→#drank
⚅ ⚅ ⚁ ⚂ ⚃→#wavy
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚄ ⚄ ⚅ ⚀ ⚀→#sprawl
⚄ ⚁ ⚁ ⚄ ⚁→#rink
⚅ ⚁ ⚅ ⚁ ⚄→#trivial

drank-wavy-unlinked-sprawl-rink-trivial

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#letsroll

⚅ ⚄ ⚂ ⚁ ⚂→#usable
⚅ ⚄ ⚅ ⚄ ⚄→#vixen
⚁ ⚀ ⚀ ⚄ ⚂→#corroding
⚃ ⚁ ⚄ ⚂ ⚃→#opponent
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚀ ⚁ ⚃ ⚅ ⚄→#attest

usable-vixen-corroding-opponent-unlinked-attest

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#letsroll

⚅ ⚃ ⚀ ⚅ ⚄→#universe
⚁ ⚁ ⚂ ⚀ ⚂→#debunk
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚀ ⚃ ⚁ ⚃ ⚁→#brownnose
⚂ ⚁ ⚀ ⚅ ⚄→#germinate
⚂ ⚅ ⚁ ⚅ ⚃→#living

universe-debunk-unlinked-brownnose-germinate-living

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#letsroll

⚀ ⚄ ⚄ ⚀ ⚃→#childcare
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚃ ⚃ ⚅ ⚅ ⚂→#possible
⚄ ⚀ ⚃ ⚁ ⚀→#repaint
⚁ ⚀ ⚅ ⚁ ⚄→#curled
⚃ ⚂ ⚄ ⚄ ⚀→#parched

childcare-unlinked-possible-repaint-curled-parched

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#letsroll

⚂ ⚂ ⚀ ⚀ ⚀→#groggy
⚄ ⚀ ⚀ ⚄ ⚃→#registry
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚃ ⚂ ⚂ ⚁ ⚁→#overstep
⚃ ⚁ ⚃ ⚃ ⚁→#omission
⚁ ⚃ ⚅ ⚁ ⚅→#eggnog

groggy-registry-unlinked-overstep-omission-eggnog

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#letsroll

⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚀ ⚃ ⚅ ⚂ ⚃→#caramel
⚀ ⚄ ⚅ ⚃ ⚂→#civic
⚀ ⚄ ⚁ ⚀ ⚃→#catcher
⚄ ⚀ ⚀ ⚃ ⚃→#regally
⚅ ⚁ ⚂ ⚅ ⚄→#tiptoeing

unlinked-caramel-civic-catcher-regally-tiptoeing

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#letsroll

⚁ ⚃ ⚅ ⚂ ⚄→#egotistic
⚃ ⚄ ⚄ ⚀ ⚀→#pronounce
⚀ ⚃ ⚅ ⚄ ⚀→#cardstock
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚀ ⚃ ⚅ ⚃ ⚃→#cardiac
⚀ ⚃ ⚅ ⚄ ⚁→#carefully

egotistic-pronounce-cardstock-unlinked-cardiac-carefully

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#letsroll

⚄ ⚄ ⚅ ⚄ ⚀→#squatting
⚀ ⚂ ⚄ ⚄ ⚁→#boil
⚀ ⚃ ⚀ ⚁ ⚁→#boxlike
⚅ ⚀ ⚃ ⚄ ⚂→#swipe
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚂ ⚃ ⚄ ⚄ ⚃→#iodine

squatting-boil-boxlike-swipe-unlinked-iodine

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#letsroll

⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚄ ⚃ ⚅ ⚂ ⚂→#sled
⚂ ⚃ ⚅ ⚂ ⚃→#italics
⚂ ⚀ ⚂ ⚀ ⚅→#fool
⚁ ⚁ ⚅ ⚃ ⚂→#depraved
⚂ ⚅ ⚂ ⚂ ⚂→#lumping

unlinked-sled-italics-fool-depraved-lumping

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#letsroll

⚅ ⚃ ⚁ ⚂ ⚅→#unlinked
⚅ ⚃ ⚃ ⚅ ⚂→#unscented
⚅ ⚅ ⚄ ⚃ ⚁→#wrongness
⚁ ⚀ ⚅ ⚃ ⚅→#curve
⚃ ⚄ ⚁ ⚄ ⚅→#preset
⚂ ⚁ ⚂ ⚂ ⚃→#glimpse

glimpse-unlinked-preset-wrongness-unscented-curve

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#letsroll

⚃ ⚅ ⚅ ⚀ ⚂→#reconvene
⚃ ⚅ ⚄ ⚄ ⚂→#reckless
⚃ ⚅ ⚂ ⚄ ⚂→#rake
⚂ ⚁ ⚁ ⚄ ⚅→#gizmo
⚂ ⚃ ⚂ ⚅ ⚁→#idiom
⚅ ⚃ ⚁ ⚂ ⚅→#unlinked

reconvene-rake-unlinked-idiom-reckless-gizmo

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