conftrace_

nonparametric model

24 papers

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Co-occurring keywords

bayesian inference (1907) nonparametric bayesian (124) bayesian nonparametrics (270) hierarchical model (271) graphical model (864) nonparametric learning (16) markov chain monte carlo (725) variational inference (2069) dirichlet process (132) nonparametric statistics (31)

Papers

Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance? NIPS 2024
Nonparametric Iterative Machine Teaching ICML 2023
Nonparametric Involutive Markov Chain Monte Carlo ICML 2022
The Limitations of Large Width in Neural Networks: A Deep Gaussian Process Perspective NIPS 2021
Nonparametric Variable Screening with Optimal Decision Stumps AISTATS 2021
Nonparametric Hamiltonian Monte Carlo ICML 2021
A polynomial-time algorithm for learning nonparametric causal graphs NIPS 2020
Bayesian Nonparametric Federated Learning of Neural Networks ICML 2019
Combining parametric and nonparametric models for off-policy evaluation ICML 2019
Boosted Trees for Risk Prognosis MLHC 2018
Efficiently Sampling from Underlying Models RSS 2018
Latent Feature Lasso ICML 2017
Compressed Nonparametric Language Modelling IJCAI 2017
Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015
Manifold-valued Dirichlet Processes ICML 2015
Blossom Tree Graphical Models NIPS 2014
Nonparametric Multi-group Membership Model for Dynamic Networks NIPS 2013
Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
Slice sampling normalized kernel-weighted completely random measure mixture models NIPS 2012
Nonparametric Tree Graphical Models AISTATS 2010
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NIPS 2010
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NIPS 2008
Learning Nonparametric Models for Probabilistic Imitation NIPS 2006
A Nonparametric Approach to Bottom-Up Visual Saliency NIPS 2006