Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantificationby Ekaterina Fadeeva, Aleksandr Rubashevskii,…
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inferenceby Benjamin Eysenbach, Vivek Myers, Ruslan…
SPEAR:Exact Gradient Inversion of Batches in Federated Learningby Dimitar I. Dimitrov, Maximilian Baader, Mark Niklas…
Online Learning with Unknown Constraintsby Karthik Sridharan, Seung Won Wilson YooFirst submitted to arxiv on:…
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricingby Kiran Madhusudhanan, Gunnar Behrens, Maximilian Stubbemann, Lars…
Conformal prediction for multi-dimensional time series by ellipsoidal setsby Chen Xu, Hanyang Jiang, Yao XieFirst…
Tackling Missing Values in Probabilistic Wind Power Forecasting: A Generative Approachby Honglin Wen, Pierre Pinson,…
PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learningby…
Randomized Approach to Matrix Completion: Applications in Collaborative Filtering and Image Inpaintingby Antonina Krajewska, Ewa…
Robustness Bounds on the Successful Adversarial Examples: Theory and Practiceby Hiroaki Maeshima, Akira OtsukaFirst submitted…