====== Talks ======

This page contains pointers to my most significant lectures.

All the slides are available under both the PDF and DjVu formats.

  * [[talks/cookbook|The BackPropagation CookBook (NIPS Workshop 1996)]]
  * [[talks/gtn|Graph Transformer Networks (ICML Workshop 2001)]]
  * [[talks/djvu|DjVu: Scanned Documents on the Web (2000)]]
  * [[talks/mlss|Online Learning and Stochastic Approximations (MLSS Tuebingen 2003)]]
  * [[talks/largescale|The Tradeoffs of Large Scale Learning (NIPS Tutorial 2007)]]
  * [[talks/onepass|Stochastic Algorithms for One Pass Learning (NIPS Workshop 2011)]]
  * [[talks/counterfactuals|Counterfactual Reasoning and Learning Systems (2012)]]
  * [[talks/mlss13|Multilayer Networks [no longer old fashioned!] (2013)]]
  * [[talks/perceptrons|Perceptrons Revisited (AAAI Spring Symposium 2015)]]
  * [[talks/2challenges|Two big Challenges in Machine Learning (ICML 2015)]]
  * [[talks/invariances|Learning Representation with Causal Invariance (ICLR 2019)]]