OledFL: Unleashing the Potential of Decentralized Federated Learning via Opposite Lookahead Enhancementby Qinglun Li, Miao…
Communication-Efficient Federated Group Distributionally Robust Optimizationby Zhishuai Guo, Tianbao YangFirst submitted to arxiv on: 8…
Compositional Risk Minimizationby Divyat Mahajan, Mohammad Pezeshki, Charles Arnal, Ioannis Mitliagkas, Kartik Ahuja, Pascal VincentFirst…
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machinesby Edward Milsom, Ben Anson, Laurence AitchisonFirst…
Benign Overfitting for Regression with Trained Two-Layer ReLU Networksby Junhyung Park, Patrick Bloebaum, Shiva Prasad…
Generalizing to any diverse distribution: uniformity, gentle finetuning and rebalancingby Andreas Loukas, Karolis Martinkus, Ed…
QT-DoG: Quantization-aware Training for Domain Generalizationby Saqib Javed, Hieu Le, Mathieu SalzmannFirst submitted to arxiv…
Enhanced Feature Based Granular Ball Twin Support Vector Machineby A. Quadir, M. Sajid, M. Tanveer,…
MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learningby Sofya…
Brain-inspired continual pre-trained learner via silent synaptic consolidationby Xuming Ran, Juntao Yao, Yusong Wang, Mingkun…