Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representationsby Rylan Schaeffer, Victor Lecomte,…
Generative vs. Discriminative modeling under the lens of uncertainty quantificationby Elouan Argouarc'h, François Desbouvries, Eric Barat,…
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from…
The Penalized Inverse Probability Measure for Conformal Classificationby Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme…
Forward-Euler time-discretization for Wasserstein gradient flows can be wrongby Yewei Xu, Qin LiFirst submitted to…
A Finite-Sample Analysis of an Actor-Critic Algorithm for Mean-Variance Optimization in a Discounted MDPby Tejaram…
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Samplingby Denis Blessing, Xiaogang Jia, Johannes…
Estimating the Hallucination Rate of Generative AIby Andrew Jesson, Nicolas Beltran-Velez, Quentin Chu, Sweta Karlekar,…
Foundation Inference Models for Markov Jump Processesby David Berghaus, Kostadin Cvejoski, Patrick Seifner, Cesar Ojeda,…
Deep Multi-Objective Reinforcement Learning for Utility-Based Infrastructural Maintenance Optimizationby Jesse van Remmerden, Maurice Kenter, Diederik…