probabilistic model

Qualitative Mechanism Independence NeurIPS 2024 Restoring balance: principled under/oversampling of data for optimal classification ICML 2024 Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits NeurIPS 2024 The ALℓ_0CORE Tensor Decomposition for Sparse Count Data AISTATS 2024 UQ-Guided Hyperparameter Optimization for Iterative Learners NeurIPS 2024 Variational Language Concepts for Interpreting Foundation Language Models EMNLP 2024 Vector Field Oriented Diffusion Model for Crystal Material Generation AAAI 2024 A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs MIDL 2023 An Ordinal Latent Variable Model of Conflict Intensity ACL 2023 A Probabilistic Attention Model With Occlusion-Aware Texture Regression for 3D Hand Reconstruction From a Single RGB Image CVPR 2023 A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract) AAAI 2023 Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings NeurIPS 2023 CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation NeurIPS 2023 CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023 Constrained Submodular Optimization for Vaccine Design AAAI 2023 Decompositional Generation Process for Instance-Dependent Partial Label Learning ICLR 2023 Diversity-enhanced probabilistic ensemble for uncertainty estimation UAI 2023 Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions ICML 2023 Explainability as statistical inference ICML 2023 FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation AAAI 2023 Lazy-k Decoding: Constrained Decoding for Information Extraction EMNLP 2023 Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance NeurIPS 2023 Learning Probabilistic Topological Representations Using Discrete Morse Theory ICLR 2023 LISN @ SIGMORPHON 2023 Shared Task on Interlinear Glossing ACL 2023 Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks AAAI 2023