-
Notifications
You must be signed in to change notification settings - Fork 2
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
13 changed files
with
1,202 additions
and
598 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,262 @@ | ||
| { | ||
| "25": { | ||
| "KernelHerding": { | ||
| "Unweighted_MMD": 0.024272788688540457, | ||
| "Unweighted_KSD": 0.07254663035273552, | ||
| "Weighted_MMD": 0.008470626920461655, | ||
| "Weighted_KSD": 0.07226677536964417, | ||
| "Time": 4.6005674901998646 | ||
| }, | ||
| "RandomSample": { | ||
| "Unweighted_MMD": 0.11142438650131226, | ||
| "Unweighted_KSD": 0.07730772346258163, | ||
| "Weighted_MMD": 0.011223642434924842, | ||
| "Weighted_KSD": 0.07383343055844308, | ||
| "Time": 3.495483254200008 | ||
| }, | ||
| "RPCholesky": { | ||
| "Unweighted_MMD": 0.14004717767238617, | ||
| "Unweighted_KSD": 0.059306026250123975, | ||
| "Weighted_MMD": 0.003688266733661294, | ||
| "Weighted_KSD": 0.07196912616491317, | ||
| "Time": 4.230013548799798 | ||
| }, | ||
| "SteinThinning": { | ||
| "Unweighted_MMD": 0.14796174466609954, | ||
| "Unweighted_KSD": 0.07581270486116409, | ||
| "Weighted_MMD": 0.01757101807743311, | ||
| "Weighted_KSD": 0.07423881441354752, | ||
| "Time": 4.806701995600088 | ||
| }, | ||
| "KernelThinning": { | ||
| "Unweighted_MMD": 0.014880230650305748, | ||
| "Unweighted_KSD": 0.07227124646306038, | ||
| "Weighted_MMD": 0.005388019885867834, | ||
| "Weighted_KSD": 0.07246261909604072, | ||
| "Time": 27.173368372400184 | ||
| }, | ||
| "CompressPlusPlus": { | ||
| "Unweighted_MMD": 0.013212332502007484, | ||
| "Unweighted_KSD": 0.07247907817363738, | ||
| "Weighted_MMD": 0.007080519571900368, | ||
| "Weighted_KSD": 0.07277720794081688, | ||
| "Time": 17.304506266200043 | ||
| }, | ||
| "ProbabilisticIterativeHerding": { | ||
| "Unweighted_MMD": 0.021128473989665508, | ||
| "Unweighted_KSD": 0.0732197754085064, | ||
| "Weighted_MMD": 0.007852014992386103, | ||
| "Weighted_KSD": 0.07306945249438286, | ||
| "Time": 4.6694933262000635 | ||
| }, | ||
| "IterativeHerding": { | ||
| "Unweighted_MMD": 0.007051250245422125, | ||
| "Unweighted_KSD": 0.07203583419322968, | ||
| "Weighted_MMD": 0.005125141562893986, | ||
| "Weighted_KSD": 0.07220595926046372, | ||
| "Time": 4.062583659599841 | ||
| }, | ||
| "CubicProbIterativeHerding": { | ||
| "Unweighted_MMD": 0.004542805999517441, | ||
| "Unweighted_KSD": 0.07216479405760765, | ||
| "Weighted_MMD": 0.003512424463406205, | ||
| "Weighted_KSD": 0.07236581966280937, | ||
| "Time": 4.687457689599796 | ||
| } | ||
| }, | ||
| "50": { | ||
| "KernelHerding": { | ||
| "Unweighted_MMD": 0.014010918885469436, | ||
| "Unweighted_KSD": 0.0722734160721302, | ||
| "Weighted_MMD": 0.0031911543337628245, | ||
| "Weighted_KSD": 0.07209383249282837, | ||
| "Time": 4.1393956179999805 | ||
| }, | ||
| "RandomSample": { | ||
| "Unweighted_MMD": 0.10492457151412964, | ||
| "Unweighted_KSD": 0.07875456660985947, | ||
| "Weighted_MMD": 0.004955455008894205, | ||
| "Weighted_KSD": 0.07259993627667427, | ||
| "Time": 3.580713712999932 | ||
| }, | ||
| "RPCholesky": { | ||
| "Unweighted_MMD": 0.1466503471136093, | ||
| "Unweighted_KSD": 0.056694062799215315, | ||
| "Weighted_MMD": 0.0015391094610095024, | ||
| "Weighted_KSD": 0.0722087174654007, | ||
| "Time": 3.8200428860001923 | ||
| }, | ||
| "SteinThinning": { | ||
| "Unweighted_MMD": 0.13258629888296128, | ||
| "Unweighted_KSD": 0.07708697170019149, | ||
| "Weighted_MMD": 0.006761046499013901, | ||
| "Weighted_KSD": 0.07263452410697938, | ||
| "Time": 4.231214966799962 | ||
| }, | ||
| "KernelThinning": { | ||
| "Unweighted_MMD": 0.006303768884390592, | ||
| "Unweighted_KSD": 0.07201230749487877, | ||
| "Weighted_MMD": 0.0022462865337729452, | ||
| "Weighted_KSD": 0.07222185432910919, | ||
| "Time": 15.216021602399996 | ||
| }, | ||
| "CompressPlusPlus": { | ||
| "Unweighted_MMD": 0.007616249471902847, | ||
| "Unweighted_KSD": 0.07215439230203628, | ||
| "Weighted_MMD": 0.0028188966680318117, | ||
| "Weighted_KSD": 0.07224903926253319, | ||
| "Time": 11.209934081999744 | ||
| }, | ||
| "ProbabilisticIterativeHerding": { | ||
| "Unweighted_MMD": 0.015107517503201962, | ||
| "Unweighted_KSD": 0.07347788587212563, | ||
| "Weighted_MMD": 0.003151226742193103, | ||
| "Weighted_KSD": 0.07250117510557175, | ||
| "Time": 4.343779678600185 | ||
| }, | ||
| "IterativeHerding": { | ||
| "Unweighted_MMD": 0.003708381252363324, | ||
| "Unweighted_KSD": 0.07212337255477905, | ||
| "Weighted_MMD": 0.002603885461576283, | ||
| "Weighted_KSD": 0.07219909951090812, | ||
| "Time": 3.6810207548000107 | ||
| }, | ||
| "CubicProbIterativeHerding": { | ||
| "Unweighted_MMD": 0.001733466051518917, | ||
| "Unweighted_KSD": 0.07222620248794556, | ||
| "Weighted_MMD": 0.001442490390036255, | ||
| "Weighted_KSD": 0.07229570895433426, | ||
| "Time": 4.199541498000144 | ||
| } | ||
| }, | ||
| "100": { | ||
| "KernelHerding": { | ||
| "Unweighted_MMD": 0.007909100409597159, | ||
| "Unweighted_KSD": 0.07176313027739525, | ||
| "Weighted_MMD": 0.0018589411629363894, | ||
| "Weighted_KSD": 0.07220481112599372, | ||
| "Time": 4.31388007539972 | ||
| }, | ||
| "RandomSample": { | ||
| "Unweighted_MMD": 0.05501915663480759, | ||
| "Unweighted_KSD": 0.07520547062158585, | ||
| "Weighted_MMD": 0.00180354667827487, | ||
| "Weighted_KSD": 0.07226956561207772, | ||
| "Time": 3.731109356599518 | ||
| }, | ||
| "RPCholesky": { | ||
| "Unweighted_MMD": 0.09764691218733787, | ||
| "Unweighted_KSD": 0.062210434675216676, | ||
| "Weighted_MMD": 0.0010440661339089275, | ||
| "Weighted_KSD": 0.07225104942917823, | ||
| "Time": 4.349850091400003 | ||
| }, | ||
| "SteinThinning": { | ||
| "Unweighted_MMD": 0.13784433156251907, | ||
| "Unweighted_KSD": 0.08129674047231675, | ||
| "Weighted_MMD": 0.0046910161152482035, | ||
| "Weighted_KSD": 0.07230838015675545, | ||
| "Time": 4.689982681799847 | ||
| }, | ||
| "KernelThinning": { | ||
| "Unweighted_MMD": 0.002685086103156209, | ||
| "Unweighted_KSD": 0.07206880524754525, | ||
| "Weighted_MMD": 0.001265210215933621, | ||
| "Weighted_KSD": 0.07226345017552376, | ||
| "Time": 10.10230621419978 | ||
| }, | ||
| "CompressPlusPlus": { | ||
| "Unweighted_MMD": 0.0029356910847127436, | ||
| "Unweighted_KSD": 0.07219576761126519, | ||
| "Weighted_MMD": 0.0012260458199307323, | ||
| "Weighted_KSD": 0.07228517681360244, | ||
| "Time": 9.244769073800308 | ||
| }, | ||
| "ProbabilisticIterativeHerding": { | ||
| "Unweighted_MMD": 0.009710153844207526, | ||
| "Unweighted_KSD": 0.07278616279363632, | ||
| "Weighted_MMD": 0.0018384325550869108, | ||
| "Weighted_KSD": 0.07236671000719071, | ||
| "Time": 4.425218307400064 | ||
| }, | ||
| "IterativeHerding": { | ||
| "Unweighted_MMD": 0.0022563493344932794, | ||
| "Unweighted_KSD": 0.07212945297360421, | ||
| "Weighted_MMD": 0.001406662119552493, | ||
| "Weighted_KSD": 0.07225525602698327, | ||
| "Time": 4.298705347399846 | ||
| }, | ||
| "CubicProbIterativeHerding": { | ||
| "Unweighted_MMD": 0.0008045180700719356, | ||
| "Unweighted_KSD": 0.07221448868513107, | ||
| "Weighted_MMD": 0.0009792268159799279, | ||
| "Weighted_KSD": 0.07225939556956291, | ||
| "Time": 4.68569216800006 | ||
| } | ||
| }, | ||
| "200": { | ||
| "KernelHerding": { | ||
| "Unweighted_MMD": 0.004258563183248043, | ||
| "Unweighted_KSD": 0.0720168687403202, | ||
| "Weighted_MMD": 0.0011734690284356474, | ||
| "Weighted_KSD": 0.0722421571612358, | ||
| "Time": 4.809446495800148 | ||
| }, | ||
| "RandomSample": { | ||
| "Unweighted_MMD": 0.04152125939726829, | ||
| "Unweighted_KSD": 0.07231617346405983, | ||
| "Weighted_MMD": 0.000913540180772543, | ||
| "Weighted_KSD": 0.0722603291273117, | ||
| "Time": 3.7448029847997533 | ||
| }, | ||
| "RPCholesky": { | ||
| "Unweighted_MMD": 0.05692300647497177, | ||
| "Unweighted_KSD": 0.0671866662800312, | ||
| "Weighted_MMD": 0.0008295111590996384, | ||
| "Weighted_KSD": 0.07224812433123588, | ||
| "Time": 4.360847868199926 | ||
| }, | ||
| "SteinThinning": { | ||
| "Unweighted_MMD": 0.14454428851604462, | ||
| "Unweighted_KSD": 0.08556406646966934, | ||
| "Weighted_MMD": 0.0028360273223370313, | ||
| "Weighted_KSD": 0.07215539738535881, | ||
| "Time": 4.83350045979987 | ||
| }, | ||
| "KernelThinning": { | ||
| "Unweighted_MMD": 0.0015182187082245946, | ||
| "Unweighted_KSD": 0.07213710397481918, | ||
| "Weighted_MMD": 0.000885988853406161, | ||
| "Weighted_KSD": 0.07226478308439255, | ||
| "Time": 6.940934421800193 | ||
| }, | ||
| "CompressPlusPlus": { | ||
| "Unweighted_MMD": 0.0014102120650932193, | ||
| "Unweighted_KSD": 0.07215408384799957, | ||
| "Weighted_MMD": 0.0007552313501946629, | ||
| "Weighted_KSD": 0.07224038168787957, | ||
| "Time": 7.29123429639967 | ||
| }, | ||
| "ProbabilisticIterativeHerding": { | ||
| "Unweighted_MMD": 0.006357756908982992, | ||
| "Unweighted_KSD": 0.07269964888691902, | ||
| "Weighted_MMD": 0.0008730732253752649, | ||
| "Weighted_KSD": 0.07227222323417663, | ||
| "Time": 4.814415276399814 | ||
| }, | ||
| "IterativeHerding": { | ||
| "Unweighted_MMD": 0.0013821582775563, | ||
| "Unweighted_KSD": 0.07216034978628158, | ||
| "Weighted_MMD": 0.0009947988553903997, | ||
| "Weighted_KSD": 0.07224116325378419, | ||
| "Time": 4.238990427600038 | ||
| }, | ||
| "CubicProbIterativeHerding": { | ||
| "Unweighted_MMD": 0.0005821106024086475, | ||
| "Unweighted_KSD": 0.07220486029982567, | ||
| "Weighted_MMD": 0.0007064452278427779, | ||
| "Weighted_KSD": 0.07225989773869515, | ||
| "Time": 4.936300538400064 | ||
| } | ||
| } | ||
| } |
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Oops, something went wrong.