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Linear Regression on Linear Regression (synthetic)

0.948Local Error

Mean-reg

Updated 18d ago

Evaluation Results

Method
Mean-reg 2026.07	0.948	0.296
robust multi-task gradient descent 2026.07	0.981	0.317
ARMUL 2026.07	0.984	0.492
robust multi-task gradient descent 2026.07	0.985	0.326
robust multi-task gradient descent 2026.07	0.985	0.331
robust multi-task gradient descent 2026.07	0.988	0.342
robust multi-task gradient descent 2026.07	0.989	0.352
robust multi-task gradient descent 2026.07	0.989	0.365
ARMUL 2026.07	0.991	0.422
ARMUL 2026.07	1.014	0.485
ARMUL 2026.07	1.025	0.704
ARMUL 2026.07	1.197	1.101
MoM-Filtering 2026.07	1.229	0.333
History 2026.07	1.23	0.316
Bucketing 2026.07	1.23	0.315
Average 2026.07	1.231	0.317
Trimmed mean 2026.07	1.231	0.317
Bulyan 2026.07	1.231	0.317
Filtering 2026.07	1.231	0.317
Filtering 2026.07	1.231	0.341
MoM-Filtering 2026.07	1.231	0.317
History 2026.07	1.231	0.341
MoM-Filtering 2026.07	1.233	0.351
Bucketing 2026.07	1.236	0.357
MoM-Filtering 2026.07	1.239	0.383
Filtering 2026.07	1.241	0.379
Trimmed mean 2026.07	1.247	0.395
History 2026.07	1.249	0.401
Median 2026.07	1.25	0.385
Bulyan 2026.07	1.251	0.409
Filtering 2026.07	1.251	0.425
MoM-Filtering 2026.07	1.251	0.417
Median 2026.07	1.255	0.42
Filtering 2026.07	1.27	0.478
Bucketing 2026.07	1.276	0.48
Bulyan 2026.07	1.278	0.488
History 2026.07	1.281	0.504
Median 2026.07	1.285	0.502
Filtering 2026.07	1.292	0.537
MoM-Filtering 2026.07	1.292	0.537
Bulyan 2026.07	1.297	0.545
Trimmed mean 2026.07	1.303	0.548
Bulyan 2026.07	1.309	0.567
Mean-reg 2026.07	1.323	1.251
Median 2026.07	1.337	0.635
History 2026.07	1.346	0.653
Bucketing 2026.07	1.375	0.712
Trimmed mean 2026.07	1.396	0.751
Median 2026.07	1.443	0.834
History 2026.07	1.451	0.852
ARMUL 2026.07	1.479	1.501
MoM-Krum 2026.07	1.544	0.985
MoM-Krum 2026.07	1.547	0.993
Trimmed mean 2026.07	1.557	1.021
MoM-Krum 2026.07	1.567	1.026
Dirty 2026.07	1.573	0.885
MoM-Krum 2026.07	1.589	1.067
MoM-Krum 2026.07	1.597	1.072
MoM-Krum 2026.07	1.606	1.09
Median 2026.07	1.613	1.106
Dirty 2026.07	1.646	1.547
RLRMTL 2026.07	1.651	3.248
Dirty 2026.07	1.669	1.382
Dirty 2026.07	1.669	1.883
Bucketing 2026.07	1.67	1.186
RLRMTL 2026.07	1.671	3.801
RLRMTL 2026.07	1.685	2.756
RMTFL 2026.07	1.714	3
RLRMTL 2026.07	1.716	2.261
RMTFL 2026.07	1.717	3.006
RMTFL 2026.07	1.722	2.982
RMTFL 2026.07	1.723	2.969
RMTFL 2026.07	1.725	2.964
RMTFL 2026.07	1.726	2.936
Mean-reg 2026.07	1.772	1.972
Dirty 2026.07	1.78	2.991
Mean-reg 2026.07	1.789	3.668
RLRMTL 2026.07	1.795	1.842
Dirty 2026.07	1.802	3.657
Trimmed mean 2026.07	1.808	1.377
Mean-reg 2026.07	1.847	3.187
Mean-reg 2026.07	1.849	2.644
Single-task 2026.07	1.899	-
Single-task 2026.07	1.901	-
Single-task 2026.07	1.902	-
Single-task 2026.07	1.903	-
Single-task 2026.07	1.909	-
Single-task 2026.07	1.911	-
RLRMTL 2026.07	2.036	1.641
Krum 2026.07	2.131	1.769
Krum 2026.07	2.131	1.771
Krum 2026.07	2.141	1.787
Krum 2026.07	2.157	1.798
Krum 2026.07	2.165	1.817
Krum 2026.07	2.211	1.869
Bucketing 2026.07	4.728	4.573
Average 2026.07	11.108	11.045
Average 2026.07	11.617	11.556
Average 2026.07	11.787	11.732
Average 2026.07	13.118	13.068

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