"performance prediction" Papers

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CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor

Han Ji, Yuqi Feng, Jiahao Fan et al.

ICCV 2025arXiv:2506.04001

FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design

Asal Mehradfar, Xuzhe Zhao, Yilun Huang et al.

NEURIPS 2025arXiv:2505.21923
5
citations

(Mis)Fitting Scaling Laws: A Survey of Scaling Law Fitting Techniques in Deep Learning

Margaret Li, Sneha Kudugunta, Luke Zettlemoyer

ICLR 2025
9
citations

Navigating Scaling Laws: Compute Optimality in Adaptive Model Training

Sotiris Anagnostidis, Gregor Bachmann, Imanol Schlag et al.

ICML 2024spotlightarXiv:2311.03233
2
citations

Position: Leverage Foundational Models for Black-Box Optimization

Xingyou Song, Yingtao Tian, Robert Lange et al.

ICML 2024arXiv:2405.03547
19
citations

Source-Free Domain-Invariant Performance Prediction

Ekaterina Khramtsova, Mahsa Baktashmotlagh, Guido Zuccon et al.

ECCV 2024arXiv:2408.02209
1
citations

Surprisingly Strong Performance Prediction with Neural Graph Features

Gabriela Kadlecová, Jovita Lukasik, Martin Pilát et al.

ICML 2024arXiv:2404.16551
10
citations