Here I casually post some personal notes & thoughts.
Notes
Favorite Textbooks
- Bioinformatics Algorithms (An Active Learning Approach) by Phillip Compeau & Pavel Pevzner
Optimization
- Convex Optimization by Stephen Boyd & Lieven Vandenberghe
- Combinatorial Optimization (Algorithms and Complexity) by Christos H. Papadimitriou & Kenneth Steiglitz
Inference
- Information Theory, Inference, and Learning Algorithms by David J. C. MacKay
- Introduction to Probability by Dimitri P. Bertsekas & John N. Tsitsiklis