Spotlight "scaling laws" Papers

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Data Mixing Can Induce Phase Transitions in Knowledge Acquisition

Xinran Gu, Kaifeng Lyu, Jiazheng Li et al.

NeurIPS 2025spotlightarXiv:2505.18091
2
citations

Scaling Laws For Scalable Oversight

Joshua Engels, David Baek, Subhash Kantamneni et al.

NeurIPS 2025spotlightarXiv:2504.18530
4
citations

Mixtures of Experts Unlock Parameter Scaling for Deep RL

Johan Obando Ceron, Ghada Sokar, Timon Willi et al.

ICML 2024spotlight

Navigating Scaling Laws: Compute Optimality in Adaptive Model Training

Sotiris Anagnostidis, Gregor Bachmann, Imanol Schlag et al.

ICML 2024spotlight