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Bilevel Optimization on Synthetic dataset 15% heavy-tailed noise
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1.545
Final Loss
RQ-TTSA
1.52632
1.65241
1.7785
1.90459
Jun 21, 2026
Final Loss
Standard Deviation (Std)
Spike Value
Gradient Norm
Updated 1mo ago
Evaluation Results
Method
Method
Links
Final Loss
Standard Deviation (Std)
Spike Value
Gradient Norm
RQ-TTSA
2026.06
1.545
0.003
1.55
0.259
MA-SOBA
2026.06
1.599
0.046
1.694
6.23
BiSLS
2026.06
1.604
0.005
1.616
1
ψ-Variant
distribution-aware rew...
2026.06
1.621
0.011
1.652
0.383
AccBO
2026.06
1.714
0.027
1.758
1.911
TTSA
2026.06
2.012
0.538
3.744
12.42
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