Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Shah, Kinjal Divesh"'
Autor:
Kulkarni, Sourabh, Shah, Kinjal Divesh, Arora, Nimar, Wang, Xiaoyan, Li, Yucen Lily, Tehrani, Nazanin Khosravani, Tingley, Michael, Noursi, David, Torabi, Narjes, Masouleh, Sepehr Akhavan, Lippert, Eric, Meijer, Erik
We introduce PPL Bench, a new benchmark for evaluating Probabilistic Programming Languages (PPLs) on a variety of statistical models. The benchmark includes data generation and evaluation code for a number of models as well as implementations in some
Externí odkaz:
http://arxiv.org/abs/2010.08886
Autor:
Arora, Nimar S., Tehrani, Nazanin Khosravani, Shah, Kinjal Divesh, Tingley, Michael, Li, Yucen Lily, Torabi, Narjes, Noursi, David, Masouleh, Sepehr Akhavan, Lippert, Eric, Meijer, Erik
Single-site Markov Chain Monte Carlo (MCMC) is a variant of MCMC in which a single coordinate in the state space is modified in each step. Structured relational models are a good candidate for this style of inference. In the single-site context, seco
Externí odkaz:
http://arxiv.org/abs/2001.05567