Teaching
CPSC 340: Machine Learning and Data Mining (2012)
CPSC 540: Machine Learning and Neural Computation (2011)
CPSC 540: Probabilistic Machine Learning (2011)
COGS 300: Cognitive Systems (2010)
CPSC 340: Machine Learning & Data Mining (2009)
CPSC 550: Simulation-Based Learning: Theory and Algorithms (2008)
CPSC 340: Machine Learning & Data Mining (2008)
CPSC 540: Machine Learning (2007)
COGS 300: Understanding and Designing Cognitive Systems (2006)
CPSC 532c: Advanced Machine Learning: Making Rational Decisions (2006)
CPSC 340: Machine Learning & Data Mining (2005)
CPSC 540: Machine Learning (2005)
CPSC 340: Machine Learning & Data Mining (2004)
CPSC 402: Numerical Linear Algebra (2004)
CPSC 540: Machine Learning (2003)
CPSC 320: Intermediate Algorithm Design and Analysis (2003)
CPSC 302: Numerical Computation for Algebraic Problems (2003)
CPSC530a: Probabilistic machine learning (2002-2003)
CPSC530a: Probabilistic machine learning (2001-2002)
Introductory Monte Carlo seminar
NEWS AND MEDIA :
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- Our big data spin-off
Zite was acquired by CNN.
- AISTATS 2010 demo by Ben Marlin.
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MITACS
kindly awarded me the "MITACS Young Researcher Award".
I thank all my students and academic/industry collaborators for it.
In BC, we have an amazing pool of talented young IT students and professionals. Slides:
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Monte Carlo lectures -
Sequential Monte Carlo NIPS Tutorial slides:
- If you have a strong degree in physics, math, stats, neuroscience, EE or CS, join our team by applying here
- Interview for CTV about an art tool I designed with Eric Brochu.
- Bayesian Interactive Optimization for Procedural Animation:
- Introduction to machine learning video