Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modelingby Himmet Toprak Kesgin,…
Transformer Neural Autoregressive Flowsby Massimiliano Patacchiola, Aliaksandra Shysheya, Katja Hofmann, Richard E. TurnerFirst submitted to…
Optimal cross-learning for contextual bandits with unknown context distributionsby Jon Schneider, Julian ZimmertFirst submitted to…
Dataset Difficulty and the Role of Inductive Biasby Devin Kwok, Nikhil Anand, Jonathan Frankle, Gintare…
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decayby Yicheng Li, Weiye Gan, Zuoqiang…
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Databy Sofia Yfantidou, Dimitris Spathis, Marios…
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequencesby Piotr Skalski, David Sutton,…
Mapping Walnut Water Stress with High Resolution Multispectral UAV Imagery and Machine Learningby Kaitlyn Wang,…
PAC-Bayes-Chernoff bounds for unbounded lossesby Ioar Casado, Luis A. Ortega, Aritz Pérez, Andrés R. MasegosaFirst…
Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization…