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ResearchFormerly WizWand

Convex Regression

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Power Modeling Data Section 5.3 (test)

0.007RMSE

45

Jun 4, 2026

Synthetic Prediction Data Section 4.1 (test)

0.142RMSE

45

Jun 4, 2026

LC oscillator design resistance function n=5,000

0.07Mean Deviation

9

Jun 4, 2026

LC oscillator design resistance function n=500

0.13Mean Deviation

9

Jun 4, 2026

Convex d=5 1.0 (evaluation)

0.044Delta MAE

4

Jun 15, 2026

Convex d=4 1.0 (evaluation)

0.041delta MAE (δmae)

4

Jun 15, 2026

Convex d=3 1.0 (evaluation)

0.041δMAE

4

Jun 15, 2026

Convex d=2 1.0 (evaluation)

0.041Delta MAE

4

Jun 15, 2026

Theoretical Analysis

1Sample Complexity

1

Apr 7, 2026