"bayesian inference" Papers
15 papers found
Consensus-Driven Active Model Selection
Justin Kay, Grant Horn, Subhransu Maji et al.
ICCV 2025highlightarXiv:2507.23771
2
citations
Model-Informed Flows for Bayesian Inference
Joohwan Ko, Justin Domke
NeurIPS 2025posterarXiv:2505.24243
Modeling Neural Activity with Conditionally Linear Dynamical Systems
Victor Geadah, Amin Nejatbakhsh, David Lipshutz et al.
NeurIPS 2025oralarXiv:2502.18347
Parallelizing MCMC Across the Sequence Length
David Zoltowski, Skyler Wu, Xavier Gonzalez et al.
NeurIPS 2025posterarXiv:2508.18413
3
citations
Personalized Bayesian Federated Learning with Wasserstein Barycenter Aggregation
Ting Wei, Biao Mei, Junliang Lyu et al.
NeurIPS 2025posterarXiv:2505.14161
1
citations
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification
Luyang Fang, Yongkai Chen, Wenxuan Zhong et al.
ICML 2024poster
Diffusive Gibbs Sampling
Wenlin Chen, Mingtian Zhang, Brooks Paige et al.
ICML 2024poster
Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective
Fabian Falck, Ziyu Wang, Christopher Holmes
ICML 2024poster
Kernel Semi-Implicit Variational Inference
Ziheng Cheng, Longlin Yu, Tianyu Xie et al.
ICML 2024poster
Listening to the noise: Blind Denoising with Gibbs Diffusion
David Heurtel-Depeiges, Charles Margossian, Ruben Ohana et al.
ICML 2024poster
Logistic Variational Bayes Revisited
Michael Komodromos, Marina Evangelou, Sarah Filippi
ICML 2024poster
Path-Guided Particle-based Sampling
Mingzhou Fan, Ruida Zhou, Chao Tian et al.
ICML 2024poster
PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning
Hyeong Kyu Choi, Sharon Li
ICML 2024oral
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
Louis Sharrock, Jack Simons, Song Liu et al.
ICML 2024spotlight
Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model
Shunsuke Horii, Yoichi Chikahara
AAAI 2024paperarXiv:2312.10435
6
citations