Probabilistic and Causal Inference: The Works of Judea Pearl (機率與因果推論：朱迪亞·珀爾的著作)
Geffner, Hector, Dechter, Rita, Halpern, Joseph
- 出版商: Macmillan
- 出版日期: 2022-03-10
- 售價: $3,600
- 貴賓價: 9.5 折 $3,420
- 語言: 英文
- 頁數: 944
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1450395872
- ISBN-13: 9781450395878
-
相關分類:
人工智慧、Machine Learning、機率統計學 Probability-and-statistics
立即出貨 (庫存 < 3)
買這商品的人也買了...
-
$1,323Introduction to Machine Learning, 2/e (Hardcover) -
ARM Cortex-M3 官方教材－嵌入式系統設計入門 (The Definitive Guide to the ARM Cortex-M3)$650$514 -
Arduino UNO R3 開發板(副廠相容版)附傳輸線$400$380 -
Circuit Cellar 嵌入式科技 國際中文版 Issue 1$280$252 -
我是單身狗貼紙$49$47 -
工具神系列：我是JS神貼紙$49$47 -
$403統計強化學習：現代機器學習方法 (Statistical Reinforcement Learning: Modern Machine Learning Approaches) -
重構｜改善既有程式的設計, 2/e (繁中平裝版)(Refactoring: Improving The Design of Existing Code, 2/e)$800$632 -
$1,715Introduction to Probability, 2/e (Hardcover) -
$352FPGA 現代數字系統設計教程 — 基於 Xilinx 可編程邏輯器件與 Vivado 平臺 -
機器學習的統計基礎 : 深度學習背後的核心技術$680$537 -
$2,502R for Data Science: Import, Tidy, Transform, Visualize, and Model Data, 2/e (Paperback) -
The Dark Pattern 暗黑模式｜欺騙使用者心理與行為的設計$450$338
相關主題
商品描述
Professor Judea Pearl won the 2011 Turing Award "for fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning." This book contains the original articles that led to the award, as well as other seminal works, divided into four parts: heuristic search, probabilistic reasoning, causality, first period (1988-2001), and causality, recent period (2002-2020). Each of these parts starts with an introduction written by Judea Pearl. The volume also contains original, contributed articles by leading researchers that analyze, extend, or assess the influence of Pearl's work in different fields: from AI, Machine Learning, and Statistics to Cognitive Science, Philosophy, and the Social Sciences. The first part of the volume includes a biography, a transcript of his Turing Award Lecture, two interviews, and a selected bibliography annotated by him.
商品描述(中文翻譯)
教授Judea Pearl於2011年獲得圖靈獎，以「通過發展概率和因果推理的計算方法對人工智能做出基礎貢獻」為理由。本書包含了獲獎的原始文章，以及其他具有重要影響力的作品，分為四個部分：啟發式搜索、概率推理、因果關係，第一時期（1988-2001），以及因果關係，近期（2002-2020）。每個部分都以Judea Pearl撰寫的介紹開始。該書還包含了領先研究人員撰寫的原創文章，分析、擴展或評估Pearl的工作對不同領域的影響，包括人工智能、機器學習、統計學、認知科學、哲學和社會科學。該書的第一部分包括一個傳記、圖靈獎演講的文字記錄、兩個訪談以及由他撰寫的選定書目註解。
