DiffHybrid-UQ: Uncertainty Quantification for Differentiable Hybrid Neural Modelingby Deepak Akhare, Tengfei Luo, Jian-Xun WangFirst submitted…
L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT modelsby Harsh Chaudhari, Anuja Patil,…
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AIby Saikat Barua, Sifat MomenFirst submitted…
Transformer Multivariate Forecasting: Less is More?by Jingjing Xu, Caesar Wu, Yuan-Fang Li, Pascal BouvryFirst submitted…
Second-Order Uncertainty Quantification: Variance-Based Measuresby Yusuf Sale, Paul Hofman, Lisa Wimmer, Eyke Hüllermeier, Thomas NaglerFirst…
On the Burstiness of Distributed Machine Learning Trafficby Natchanon Luangsomboon, Fahimeh Fazel, Jörg Liebeherr, Ashkan…
Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noiseby Shaan Ul Haque,…
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selectionby Yunfeng Fan, Wenchao Xu,…
Universal approximation property of Banach space-valued random feature models including random neural networksby Ariel Neufeld,…
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360by Christina Hastings Blow, Lijun Qian,…