Navigating Extremes: Dynamic Sparsity in Large Output Spacesby Nasib Ullah, Erik Schultheis, Mike Lasby, Yani…
Kernel Orthogonality does not necessarily imply a Decrease in Feature Map Redundancy in CNNs: Convolutional…
Graph-Based Semi-Supervised Segregated Lipschitz Learningby Farid Bozorgnia, Yassine Belkheiri, Abderrahim ElmoatazFirst submitted to arxiv on:…
Confidence Calibration of Classifiers with Many Classesby Adrien LeCoz, Stéphane Herbin, Faouzi AdjedFirst submitted to…
Generalization and Risk Bounds for Recurrent Neural Networksby Xuewei Cheng, Ke Huang, Shujie MaFirst submitted…
Mixtures of In-Context Learnersby Giwon Hong, Emile van Krieken, Edoardo Ponti, Nikolay Malkin, Pasquale MinerviniFirst…
Data-Driven Hierarchical Open Set Recognitionby Andrew Hannum, Max Conway, Mario Lopez, André HarrisonFirst submitted to…
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Mapsby Peiyu Li,…
Towards Harmless Rawlsian Fairness Regardless of Demographic Priorby Xuanqian Wang, Jing Li, Ivor W. Tsang,…
Social Support Detection from Social Media Textsby Zahra Ahani, Moein Shahiki Tash, Fazlourrahman Balouchzahi, Luis…