Toward Learning Latent-Variable Representations of Microstructures by Optimizing in Spatial Statistics Spaceby Sayed Sajad Hashemi,…
Private PAC Learning May be Harder than Online Learningby Mark Bun, Aloni Cohen, Rathin DesaiFirst…
Dynamic nowcast of the New Zealand greenhouse gas inventoryby Malcolm Jones, Hannah Chorley, Flynn Owen,…
DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptationby Yunjuan Wang, Hussein Hazimeh, Natalia…
Optimizing Warfarin Dosing Using Contextual Bandit: An Offline Policy Learning and Evaluation Methodby Yong Huang,…
Implicit Causal Representation Learning via Switchable Mechanismsby Shayan Shirahmad Gale Bagi, Zahra Gharaee, Oliver Schulte,…
Kolmogorov n-Widths for Multitask Physics-Informed Machine Learning (PIML) Methods: Towards Robust Metricsby Michael Penwarden, Houman…
Speculative Streaming: Fast LLM Inference without Auxiliary Modelsby Nikhil Bhendawade, Irina Belousova, Qichen Fu, Henry…
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networksby Benjamin Feuer, Robin Tibor Schirrmeister, Valeriia Cherepanova,…
Contrastive Instruction Tuningby Tianyi Lorena Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin,…