conftrace_

mixture model

262 papers

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Co-occurring keywords

bayesian inference (1907) dirichlet process (132) variational inference (2069) bayesian nonparametrics (270) expectation maximization (255) parameter estimation (274) unsupervised learning (3264) latent variable model (564) markov chain monte carlo (725) probabilistic modeling (852)

Papers

Envy-Free Classification NIPS 2019
Learning Mixtures of Plackett-Luce Models from Structured Partial Orders NIPS 2019
VAE with a VampPrior AISTATS 2018
Sequence to Sequence Mixture Model for Diverse Machine Translation CONLL 2018
Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models NIPS 2018
Variational inference for the multi-armed contextual bandit AISTATS 2018
Tree-based Bayesian Mixture Model for Competing Risks AISTATS 2018
Variational Memory Encoder-Decoder NIPS 2018
The Search Problem in Mixture Models JMLR 2018
Explaining Deep Learning Models -- A Bayesian Non-parametric Approach NIPS 2018
Hidden Integrality of SDP Relaxations for Sub-Gaussian Mixture Models COLT 2018
Robust Speaker Clustering using Mixtures of von Mises-Fisher Distributions for Naturalistic Audio Streams INTERSPEECH 2018
Bayesian Nonparametric Poisson-Process Allocation for Time-Sequence Modeling AISTATS 2018
Boosting Variational Inference: an Optimization Perspective AISTATS 2018
pomegranate: Fast and Flexible Probabilistic Modeling in Python JMLR 2018
Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model AISTATS 2018
Probabilistic preference learning with the Mallows rank model JMLR 2018
Topological mixture estimation ICML 2018
Deep Homogeneous Mixture Models: Representation, Separation, and Approximation NIPS 2018
Mixture of GANs for Clustering IJCAI 2018
Learning a Mixture of Two Multinomial Logits ICML 2018
Variational Boosting: Iteratively Refining Posterior Approximations ICML 2017
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings EACL 2017
Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models JMLR 2017
Infinite Variational Autoencoder for Semi-Supervised Learning CVPR 2017