List your company
ResearchFormerly WizWand

Linear Regression on Synthetic Multi-task Dataset d=50, K=20, epsilon=0.2 (test)

0.688Local ErrorJRGE
0.188323.561166.93410.30684Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
JRGEn=1202026.070.6880.399
JRGEn=1002026.070.7490.419
RMTFLn=1202026.070.8152.89
JRGEn=802026.070.8350.442
Single-taskn=1202026.070.84—
Mean-regn=1202026.070.8642.483
Dirtyn=1202026.070.8722.461
JRGEn=602026.070.9440.482
RMTFLn=1002026.070.952.998
Single-taskn=1002026.070.988—
Dirtyn=1002026.070.9882.476
Mean-regn=1002026.070.9932.568
ARMULn=1202026.071.0911.081
JRGEn=402026.071.1010.547
ARMULn=1002026.071.1231.113
RMTFLn=802026.071.1452.992
Dirtyn=802026.071.182.395
ARMULn=802026.071.1821.138
Mean-regn=802026.071.1942.694
ARMULn=602026.071.2041.141
Single-taskn=802026.071.228—
Filteringn=1202026.071.2430.494
MoM-Filteringn=1202026.071.2430.494
Filteringn=1002026.071.2480.518
MoM-Filteringn=1002026.071.2480.518
Filteringn=802026.071.260.554
MoM-Filteringn=802026.071.260.554
ARMULn=402026.071.2751.134
Historyn=1202026.071.2750.566
Bulyann=1202026.071.2850.59
Filteringn=602026.071.2860.595
MoM-Filteringn=602026.071.2860.595
Historyn=1002026.071.2860.604
Bulyann=1002026.071.2990.632
Historyn=802026.071.30.631
JRGEn=202026.071.3150.737
Bulyann=802026.071.3160.672
Filteringn=402026.071.3210.669
MoM-Filteringn=402026.071.3210.669
Historyn=602026.071.3370.698
Mediann=1202026.071.3430.708
Bulyann=602026.071.3550.728
Mediann=1002026.071.3670.763
Trimmed meann=1202026.071.3870.788
Mediann=802026.071.390.801
Historyn=402026.071.3930.796
Trimmed meann=1002026.071.4110.84
Bulyann=402026.071.4120.834
MoM-Krumn=1202026.071.430.871
RLRMTLn=1202026.071.4382.988
Trimmed meann=802026.071.4410.886
Mediann=602026.071.4450.887
RLRMTLn=1002026.071.4463.002
Bucketingn=1202026.071.4470.888
RLRMTLn=802026.071.4533.004
MoM-Krumn=1002026.071.4560.912
Filteringn=202026.071.4690.933
MoM-Filteringn=202026.071.4690.933
RLRMTLn=602026.071.4693.016
Bucketingn=1002026.071.4720.939
RMTFLn=602026.071.4752.986
RLRMTLn=402026.071.4833.024
MoM-Krumn=802026.071.5010.992
Bucketingn=802026.071.510.994
Trimmed meann=602026.071.5110.993
RLRMTLn=202026.071.523.059
Mean-regn=602026.071.5252.916
Dirtyn=602026.071.5262.3
Mediann=402026.071.5431.033
Bucketingn=602026.071.5941.114
MoM-Krumn=602026.071.5991.124
Historyn=202026.071.6121.147
Single-taskn=602026.071.629—
Trimmed meann=402026.071.6451.181
Bulyann=202026.071.6581.208
ARMULn=202026.071.6581.432
Krumn=1202026.071.7341.324
MoM-Krumn=402026.071.7551.335
Krumn=1002026.071.7751.38
Bucketingn=402026.071.7821.364
Krumn=802026.071.8711.502
Mediann=202026.071.9631.602
RMTFLn=402026.071.9882.975
Dirtyn=402026.072.0493.164
Mean-regn=402026.072.0783.352
Krumn=602026.072.1081.772
Single-taskn=402026.072.17—
Trimmed meann=202026.072.2921.993
MoM-Krumn=202026.072.4532.172
Krumn=402026.072.4562.161
Single-taskn=202026.072.616—
RMTFLn=202026.072.6183.351
Dirtyn=202026.072.6243.884
Mean-regn=202026.072.6433.87
Krumn=202026.072.8172.566
Bucketingn=202026.072.932.702
Averagen=1202026.0713.09613.043
Averagen=1002026.0713.10813.062
Averagen=802026.0713.13913.088
Averagen=602026.0713.1813.132