Matthew D. Hoffman - Publications, H-index & Citations

Matthew D. Hoffman

flatiron institute

33H指数

119论文数

1.8W被引数

收录论文 6

发表时间

Nested (R)over-cap: Assessing the Convergence of Markov Chain Monte Carlo When Running Many Short Chains Margossian, C.C.; Hoffman, M.D.; Sountsov, P.; Riou-Durand, L.; Vehtari, A.; Gelman, A. 嵌套R ^ : 评估运行多个短链时马尔可夫链蒙特卡罗的收敛性。Bayesian Anal. 2024, 1, 1–28. [Google Scholar] [CrossRef]

BAYESIAN ANALYSIS

IF2.5

2025-12-01

PREAI

Margossian, Charles C.; Hoffman, Matthew D.; Sountsov, Pavel; Riou-Durand, Lionel; Vehtari, Aki; Gelman, Andrew

Scalable spatiotemporal prediction with Bayesian neural fields

NATURE COMMUNICATIONS

IF15.7

2024-09-11

OAAI

Saad, Feras; Burnim, Jacob; Carroll, Colin; Patton, Brian; Koster, Urs; A. Saurous, Rif; Hoffman, Matthew

Dimensional Stacking for Machine Learning in ToF-SIMS Analysis of Heterostructures

ADVANCED MATERIALS INTERFACES

IF4.4

2020-12-10

OAAI

Abbasi, Kevin; Smith, Hugh; Hoffman, Matthew; Farghadany, Elahe; Bruckman, Laura S.; Sehirlioglu, Alp

Characterizing User Skills from Application Usage Traces with Hierarchical Attention Recurrent Networks

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2018-10-29

OAAI

Yang, Longqi; Fang, Chen; Jin, Hailin; Hoffman, Matthew D.; Estrin, Deborah

Stan: A Probabilistic Programming Language Stan: 一种概率编程语言

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2017-01-01

3.2K

OAAI

Carpenter, Bob; Gelman, Andrew; Hoffman, Matthew D.; Lee, Daniel; Goodrich, Ben; Betancourt, Michael; Brubaker, Marcus A.; Guo, Jiqiang; Li, Peter; Riddell, Allen

Static and Dynamic Source Separation Using Nonnegative Factorizations [A unifed view]

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2014-05-01

133

PREAI

Smaragdis, Paris; Fevotte, Cedric; Mysore, Gautham J.; Mohammadiha, Nasser; Hoffman, Matthew

研究方向