Probabilistic Conformal Prediction with Approximate Conditional Validityby Vincent Plassier, Alexander Fishkov, Mohsen Guizani, Maxim Panov,…
Tree Search for Language Model Agentsby Jing Yu Koh, Stephen McAleer, Daniel Fried, Ruslan SalakhutdinovFirst…
Unveiling the Unseen: Exploring Whitebox Membership Inference through the Lens of Explainabilityby Chenxi Li, Abhinav…
On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)by Jerry Yao-Chieh Hu,…
Eliminating Position Bias of Language Models: A Mechanistic Approachby Ziqi Wang, Hanlin Zhang, Xiner Li,…
Neural Conditional Probability for Inferenceby Vladimir R. Kostic, Karim Lounici, Gregoire Pacreau, Pietro Novelli, Giacomo…
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costsby Enshu…
CURLS: Causal Rule Learning for Subgroups with Significant Treatment Effectby Jiehui Zhou, Linxiao Yang, Xingyu…
DistML.js: Installation-free Distributed Deep Learning Framework for Web Browsersby Masatoshi Hidaka, Tomohiro Hashimoto, Yuto Nishizawa,…
Towards Faster Matrix Diagonalization with Graph Isomorphism Networks and the AlphaZero Frameworkby Geigh Zollicoffer, Kshitij…