Jingwei Zhuo | DeepAI

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Featured Co-authors

Jun Zhu
239 publications
Chang Liu
231 publications
Bo Zhang
226 publications
Lawrence Carin
178 publications
Han Zhang
115 publications
Jian Xu
75 publications
Wei Dai
62 publications
Han Li
49 publications
Kun Gai
41 publications
Ruiyi Zhang
39 publications
Bo Long
37 publications

∙ 03/20/2023

Learning Multi-Stage Multi-Grained Semantic Embeddings for E-Commerce Search

Retrieving relevant items that match users' queries from billion-scale c...

0 Binbin Wang, et al. ∙

∙ 08/12/2022

Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search

BERT-style models pre-trained on the general corpus (e.g., Wikipedia) an...

0 Yiming Qiu, et al. ∙

∙ 06/27/2020

Learning Optimal Tree Models Under Beam Search

Retrieving relevant targets from an extremely large target set under com...

0 Jingwei Zhuo, et al. ∙

∙ 02/01/2019

Understanding MCMC Dynamics as Flows on the Wasserstein Space

It is known that the Langevin dynamics used in MCMC is the gradient flow...

0 Chang Liu, et al. ∙

∙ 07/04/2018

Accelerated First-order Methods on the Wasserstein Space for Bayesian Inference

We consider doing Bayesian inference by minimizing the KL divergence on ...

0 Chang Liu, et al. ∙

∙ 12/07/2017

Learning Random Fourier Features by Hybrid Constrained Optimization

The kernel embedding algorithm is an important component for adapting ke...

0 Jianqiao Wangni, et al. ∙

∙ 11/13/2017

Analyzing and Improving Stein Variational Gradient Descent for High-dimensional Marginal Inference

Stein variational gradient descent (SVGD) is a nonparametric inference m...

0 Jingwei Zhuo, et al. ∙

∙ 08/16/2017

Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors

Thompson sampling has impressive empirical performance for many multi-ar...

0 Yichi Zhou, et al. ∙

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