LEADER 01897nam 22006014a 450 001 996248202103316 005 20171026195700.0 010 $a1-282-59394-3 010 $a9786612593949 010 $a0-472-02542-2 024 7 $a10.3998/mpub.15992 035 $a(CKB)2560000000012985 035 $a(dli)HEB06205 035 $a(SSID)ssj0000421850 035 $a(PQKBManifestationID)11315512 035 $a(PQKBTitleCode)TC0000421850 035 $a(PQKBWorkID)10418850 035 $a(PQKB)11545429 035 $a(MiAaPQ)EBC3414734 035 $a(OCoLC)613205843 035 $a(MdBmJHUP)muse9597 035 $a(MiU)10.3998/mpub.15992 035 $a(Au-PeEL)EBL3414734 035 $a(CaPaEBR)ebr10373092 035 $a(CaONFJC)MIL259394 035 $a(OCoLC)824100713 035 $a(MiU)MIU01000000000000009904286 035 $a(EXLCZ)992560000000012985 100 $a20040407d2005 uy 0 101 0 $aeng 135 $aurmnummmmuuuu 181 $ctxt 182 $cc 183 $acr 200 14$aThe laws of the Roman people $epublic law in the expansion and decline of the Roman republic /$fCallie Williamson 210 1$aAnn Arbor :$cUniversity of Michigan Press,$dc2005. 215 $a1 online resource (xxviii, 506 p. ) $cmaps ; 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a0-472-11053-5 320 $aIncludes bibliographical references (p. 475-493) and index. 410 0$aACLS Humanities E-Book. 606 $aPublic law (Roman law) 607 $aRome$xPolitics and government 615 0$aPublic law (Roman law) 676 $a342.45/632 700 $aWilliamson$b Callie$0309415 712 02$aMichigan Publishing (University of Michigan) 801 0$bMiU 801 1$bMiU 906 $aBOOK 912 $a996248202103316 996 $aThe laws of the Roman people$92070068 997 $aUNISA LEADER 03290nam 22007335 450 001 996655263503316 005 20251204162508.0 010 $a3-031-85160-9 024 7 $a10.1007/978-3-031-85160-5 035 $a(CKB)38496453200041 035 $a(DE-He213)978-3-031-85160-5 035 $a(MiAaPQ)EBC32006609 035 $a(Au-PeEL)EBL32006609 035 $a(OCoLC)1523376299 035 $a(PPN)284780081 035 $a(EXLCZ)9938496453200041 100 $a20250411d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStatistical Optimal Transport $eÉcole d'Été de Probabilités de Saint-Flour XLIX ? 2019 /$fby Sinho Chewi, Jonathan Niles-Weed, Philippe Rigollet 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XIV, 260 p. 10 illus., 3 illus. in color.) 225 1 $aÉcole d'Été de Probabilités de Saint-Flour ;$v2364 311 08$a3-031-85159-5 327 $a1. Optimal Transport -- 2. Estimation of Wasserstein distances -- 3. Estimation of transport maps -- 4. Entropic optimal transport -- 5. Wasserstein gradient flows: theory.-6. Wasserstein gradient flows: applications -- 7. Metric geometry of the Wasserstein space -- 8. Wasserstein barycenters. 330 $aThis monograph aims to offer a concise introduction to optimal transport, quickly transitioning to its applications in statistics and machine learning. It is primarily tailored for students and researchers in these fields, yet it remains accessible to a broader audience of applied mathematicians and computer scientists. Each chapter is complemented with exercises for the reader to test their understanding. As such, this monograph is suitable for a graduate course on the topic of statistical optimal transport. 410 0$aÉcole d'Été de Probabilités de Saint-Flour ;$v2364 606 $aStatistics 606 $aMachine learning 606 $aMathematical optimization 606 $aCalculus of variations 606 $aStatistical physics 606 $aProbabilities 606 $aStatistical Theory and Methods 606 $aMachine Learning 606 $aCalculus of Variations and Optimization 606 $aStatistical Physics 606 $aProbability Theory 615 0$aStatistics. 615 0$aMachine learning. 615 0$aMathematical optimization. 615 0$aCalculus of variations. 615 0$aStatistical physics. 615 0$aProbabilities. 615 14$aStatistical Theory and Methods. 615 24$aMachine Learning. 615 24$aCalculus of Variations and Optimization. 615 24$aStatistical Physics. 615 24$aProbability Theory. 676 $a519.5 700 $aChewi$b Sinho$4aut$4http://id.loc.gov/vocabulary/relators/aut$01816819 702 $aNiles-Weed$b Jonathan$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aRigollet$b Philippe$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996655263503316 996 $aStatistical Optimal Transport$94373637 997 $aUNISA