Certifiably Byzantine-Robust Federated Conformal Predictionby Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo LiFirst…
A Comparative Study of Sampling Methods with Cross-Validation in the FedHome Frameworkby Arash Ahmadi, Sarah…
Multiway Multislice PHATE: Visualizing Hidden Dynamics of RNNs through Trainingby Jiancheng Xie, Lou C. Kohler…
An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraintsby Mooho Song, Jay-Yoon…
An efficient Wasserstein-distance approach for reconstructing jump-diffusion processes using parameterized neural networksby Mingtao Xia, Xiangting…
CoLa-DCE – Concept-guided Latent Diffusion Counterfactual Explanationsby Franz Motzkus, Christian Hellert, Ute SchmidFirst submitted to…
Self-Improving Robust Preference Optimizationby Eugene Choi, Arash Ahmadian, Matthieu Geist, Oilvier Pietquin, Mohammad Gheshlaghi AzarFirst…
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimizationby Sebastian Sanokowski, Sepp Hochreiter, Sebastian LehnerFirst…
An efficient solution to Hidden Markov Models on trees with coupled branchesby Farzan Vafa, Sahand…
Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classificationby Fred Lu, Ryan R. Curtin, Edward…