Machine Learning April 6, 2020 Automotive Engineering - ADAS Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. #Machine Learning Systems
Statistics February 22, 2020 Elementary Statistical Inference Confidence interval and Significance Test #Statistics
Machine Learning February 15, 2020 Decision Tree Introduction to Decision Tree Method #Machine Learning
NLP February 15, 2020 Attention Is All You Need What’s the structure in my dataset or what are the symmetries in my dataset and is there a model that exists that has the inductive biases to model these properties that exist in my dataset. #NLP
Mathematics January 18, 2020 Vector Optimization The way of optimizing when the cost function is vector, not scalar value. #Mathematics
XAI January 11, 2020 Understanding Blackbox Prediction via Influence Functions Why did the system make this prediction? How can we explain where the model came from? #XAI
Reinforcement Learning January 11, 2020 55 Minute Reinforcement Learning From the beginning of Reinforcement Learning to the MC and TD algorithms in discrete state space. #Reinforcement Learning
Statistical Learning January 4, 2020 Gaussian Process Regression Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. #Statistical Learning
Machine Learning January 4, 2015 Support Vector Machine Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. #Machine Learning Theory
