Billy Ian's Short Leisure-time Wander
into language, learning, intelligence and beyond
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Navigate Through the Current AI Job Market: A Retrospect
Jan
06
2022
Notes on Convex Optimization (5): Newton's Method
Nov
13
2018
Notes on Convex Optimization (4): Gradient Descent Method
Nov
05
2018
Notes on Convex Optimization (3): Unconstrained Minimization Problems
Sep
29
2018
[Notes on Mathematics for ESL] Chapter 10: Boosting and Additive Trees
Dec
14
2017
[Notes on Mathematics for ESL] Chapter 6: Kernel Smoothing Methods
Oct
27
2017
[Notes on Mathematics for ESL] Chapter 5: Basis Expansions and Regularization
Oct
24
2017
Notes on Convex Optimization (2): Convex Functions
Oct
21
2017
Notes on Convex Optimization (1): Convex Sets
Oct
17
2017
[Notes on Mathematics for ESL] Chapter 4: Linear Methods for Classification
Oct
15
2017
[Notes on Mathematics for ESL] Chapter 3: Linear Regression Models and Least Squares
Sep
27
2017
[Notes on Mathematics for ESL] Chapter 2: Overview of Supervised Learning
Sep
01
2017
统计释疑(3)：大数定理和中心极限定理
Aug
18
2017
统计释疑(2)：概率不等式有什么用？
Aug
10
2017
统计释疑(1)：什么是p值
Jul
28
2017
【失控:机器、社会与经济的新生物学】漫谈（二）
Jan
11
2017
【失控: 机器、社会与经济的新生物学】漫谈（一）
Dec
14
2016
Notes on Reinforcement Learning (4): Temporal-Difference Learning
Oct
16
2016
Notes on Reinforcement Learning (3): Monte Carlo Methods
Oct
14
2016
Notes on Reinforcement Learning (2): Dynamic Programming
Oct
06
2016
Notes on Reinforcement Learning (1): Finite Markov Decision Processes
Oct
05
2016
ML With R (3): Logistic Regression
Sep
20
2016
ML With R (2): Regularized Linear Regression
Sep
14
2016
ML With R (1): Linear Regression
Aug
31
2016
阶段性回顾与展望
Aug
30
2016
Probabilistic Graphical Models (1): Introduction
Apr
28
2016
GSoC 2016: Inferring Infobox Template Class Mappings From Wikipedia and WikiData
Apr
26
2016
Trace of My Study on Machine Learning
Dec
27
2015
Machine Learning Basics(1): Linear Regression
Dec
23
2015
First Post: General Goals
Oct
27
2015