Bayesian Networks là gì? A-Z về vai trò mạng Bayesian trong AI
Trong các ứng dụng trí tuệ nhân tạo (AI), Mạng Bayesian (Bayesian Networks) được biết đến là một công cụ mạnh mẽ giúp xử lý sự không chắc chắn bằng các mô hình xác suất. Bài viết này sẽ giúp bạn hiểu về nguyên lý hoạt động của Mạng Bayesian và ứng dụng của nó trong việc nâng cao hiệu suất của các hệ thống AI.
Xem bài viết ngay tại: https://interdata.vn/blog/bayesian-networks-la-gi/
I'm teaching my first lecture at the new job today, about probabilistic logic programming, probabilistic inference, and (weighted) model counting.
Some of the required reading is a paper (https://eccc.weizmann.ac.il/eccc-reports/2003/TR03-003/index.html) that was written by a great mentor of mine, prof. dr. Fahiem Bacchus. He passed away just over 2 years ago, and I am honoured to keep his memory alive by teaching his ideas to a new generation of students. Hope to do him proud. 🌱
Please send good vibes? 🥺
#AcademicChatter #AcademicLife #AcademicMastodon #Teaching #Probability #ProbabilisticInference #Probabilities #Logic #LogicProgramming #PropositionalModelCounting #ProbabilisticLogicProgramming #ModelCounting #PropositionalLogic #WeightedModelCounting #DPLL #BayesianProbability #BayesNets #BasianStatistics #BayesianInference #BayesianNetworks #KnowledgeCompilation #DecisionDiagrams #BinaryDecisionDiagrams
@jonny I used a technique called "locality sensitive hashing" as a part of my PhD work to group #BayesianNetworks using their Fiedler vectors. (Spoiler: I ignored the "A" in the DAGs, because of the complex values in the eigendecomposition.) Maybe this would be of interest:
https://kops.uni-konstanz.de/bitstream/handle/123456789/44696/Sampson_2-bn89p9g927ii7.pdf
CFP: Special Issue on Bayesian Networks and Causal Reasoning
#AI #Causation #BayesianNetworks #Philosophy
https://www.mdpi.com/journal/algorithms/special_issues/W7Q456243Q
#RStats #Mastodon, throw me some good resources to get started on #BayesianNetworks. Currently I am thinking of "Bayesian Networks with examples in R" by Scutari & Denis #bnlearn
