"scalable inference" Papers

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Atom of Thoughts for Markov LLM Test-Time Scaling

Fengwei Teng, Quan Shi, Zhaoyang Yu et al.

NEURIPS 2025arXiv:2502.12018
49
citations

CTSketch: Compositional Tensor Sketching for Scalable Neurosymbolic Learning

Seewon Choi, Alaia Solko-Breslin, Rajeev Alur et al.

NEURIPS 2025arXiv:2503.24123
1
citations

Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks

Emanuel Sommer, Jakob Robnik, Giorgi Nozadze et al.

ICLR 2025arXiv:2502.06335
5
citations

Scalable Bayesian Learning with posteriors

Samuel Duffield, Kaelan Donatella, Johnathan Chiu et al.

ICLR 2025arXiv:2406.00104
7
citations

Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency

Alan Amin, Andrew Wilson

ICML 2024arXiv:2406.09177
3
citations