Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathologyby Andrew H. Song, Richard J.…
DINO as a von Mises-Fisher mixture modelby Hariprasath Govindarajan, Per Sidén, Jacob Roll, Fredrik LindstenFirst…
Sharp analysis of out-of-distribution error for “importance-weighted” estimators in the overparameterized regimeby Kuo-Wei Lai, Vidya…
Potential Energy based Mixture Model for Noisy Label Learningby Zijia Wang, Wenbin Yang, Zhisong Liu,…
Pairwise Similarity Distribution Clustering for Noisy Label Learningby Sihan BaiFirst submitted to arxiv on: 2…
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural…
Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transitionby Long-Fei Li,…
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalanceby Chiraag Kaushik, Ran Liu, Chi-Heng…
One-Bit Quantization and Sparsification for Multiclass Linear Classification with Strong Regularizationby Reza Ghane, Danil Akhtiamov,…
On Parameter Estimation in Deviated Gaussian Mixture of Expertsby Huy Nguyen, Khai Nguyen, Nhat HoFirst…