Reading List

• Pattern Recognition and Machine Learning

  Christopher M. Bishop

• Principles of Data Mining

  David Hand, Heikki Mannila and Padhraic Smyth

• Randomized Algorithms

  Rajeev Motwani and Prabhakar Raghavan

• Convex Optimizations

  Stephen Boyd and Lieven Vandenberghe

• Physics-based Deep Learning

  N. Thuerey, P. Holl, M. Mueller, P. Schnell, F. Trost, K. Um