latent variable model

Modeling Boundedly Rational Agents with Latent Inference Budgets ICLR 2024 Momentum Particle Maximum Likelihood ICML 2024 Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data ICLR 2024 Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions AAAI 2024 On the In-context Generation of Language Models EMNLP 2024 On the Origins of Linear Representations in Large Language Models ICML 2024 On the Provable Advantage of Unsupervised Pretraining ICLR 2024 Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NeurIPS 2024 Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks NeurIPS 2024 QueST: Self-Supervised Skill Abstractions for Learning Continuous Control NeurIPS 2024 Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits NeurIPS 2024 Sequential Deconfounding for Causal Inference with Unobserved Confounders CLeaR 2024 Symmetric Equilibrium Learning of VAEs AISTATS 2024 Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems NeurIPS 2024 Towards Generative Abstract Reasoning: Completing Raven’s Progressive Matrix via Rule Abstraction and Selection ICLR 2024 Towards Understanding Extrapolation: a Causal Lens NeurIPS 2024 Transfer Learning for Latent Variable Network Models NeurIPS 2024 Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting AISTATS 2024 Warped Diffusion for Latent Differentiation Inference AISTATS 2024 AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023 A Latent-Variable Model for Intrinsic Probing AAAI 2023 AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity NeurIPS 2023 Amortized Reparametrization: Efficient and Scalable Variational Inference for Latent SDEs NeurIPS 2023 An Ordinal Latent Variable Model of Conflict Intensity ACL 2023 Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning AAAI 2023