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====== Talks ====== | ====== Talks ====== | ||
- | This page links the slides of my most significant lectures. | + | This page contains pointers to my most significant lectures. |
- | All the slides are encoded in [[: | + | |
- | You might have to install the [[http:// | + | |
- | to see them. | + | |
- | === === | + | All the slides are available under both the PDF and DjVu formats. |
- | ===== The BackPropagation CookBook ===== | + | * [[talks/cookbook|The BackPropagation CookBook (NIPS Workshop |
- | + | * [[talks/gtn|Graph Transformer Networks | |
- | {{talk-tricks.png? | + | * [[talks/djvu|DjVu: Scanned Documents on the Web (2000)]] |
- | This lecture is co-authored with [[http://yann.lecun.com|Yann Le Cun]]. | + | * [[talks/mlss|Online Learning and Stochastic Approximations |
- | It took place at the 1996 NIPS Workshop | + | |
- | [[http:// | + | * [[talks/onepass|Stochastic Algorithms for One Pass Learning |
- | organized by [[http:// | + | * [[talks/counterfactuals|Counterfactual Reasoning and Learning Systems |
- | + | * [[talks/mlss13|Multilayer Networks [no longer old fashioned!] (2013)]] | |
- | * See [[http:// | + | * [[talks/2challenges|Two big Challenges in Machine Learning |
- | * See the corresponding [[: | + | * [[talks/invariances|Learning Representation with Causal Invariance |
- | + | ||
- | === === | + | |
- | + | ||
- | ===== Graph Transformer Networks | + | |
- | + | ||
- | {{talk-gtn.png? | + | |
- | This lecture describe Graph Transformer Networks | + | |
- | It took place at the 2001 ICML workshop [[http:// | + | |
- | [[: | + | |
- | + | ||
- | * See [[http:// | + | |
- | * See [[: | + | |
- | + | ||
- | === === | + | |
- | + | ||
- | ===== DjVu: Scanned Documents on the Web ===== | + | |
- | + | ||
- | {{talk-djvu.png? | + | |
- | [[http:// | + | |
- | + | ||
- | * See [[http:// | + | |
- | * See the [[: | + | |
- | + | ||
- | === === | + | |
- | + | ||
- | ===== Online Learning and Stochastic Approximations | + | |
- | + | ||
- | {{talk-mlss.png? | + | |
- | This four part lecture was given at the | + | |
- | [[http:// | + | |
- | held in [[http:// | + | |
- | organized by [[http:// | + | |
- | [[http:// | + | |
- | [[http:// | + | |
- | The lecture discusses Stochastic Approximations and in particular [[wp> | + | |
- | + | ||
- | * See [[http:// | + | |
- | * See [[http:// | + | |
- | * See [[http:// | + | |
- | * See [[http:// | + | |
- | + | ||
- | * See the corresponding [[: | + | |
- | + | ||
- | === === | + | |