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Samy Bengio

Senior Director, AI and Machine Learning Research
Apple
Participates in 3 items

Samy Bengio is a senior director of machine learning research at Apple since 2021. His research interests span areas of machine learning such as deep architectures, representation learning, vision and language processing and more recently, reasoning. He co-wrote the well-known open-source Torch machine learning library. More details can be found at: http://bengio.abracadoudou.com.
 

Talk

Learning to reason is hard | June 11

Sessions in which Samy Bengio participates

Tuesday 11 June, 2024

Time Zone: (GMT-05:00) Eastern Time (US & Canada)
9:00 AM
9:00 AM EDT - 10:30 AM EDT | 1 hour 30 minutes
Large Language Models & Learning

Reasoning is the action of drawing conclusions efficiently by composing learned concepts. In this presentation I’ll give a few examples illustrating why it is hard to learn to reason with current machine learning approaches. I will describe a general framework (generalization of the unseen) that characterizes most reasoning problems and out-of-distribution generalization in general, and give insights about intrinsic biases of current models. I will then present the specific problem of length ...

3:30 PM
3:30 PM EDT - 5:00 PM EDT | 1 hour 30 minutes
Large Language Models & LearningLarge Language Models: Applications, Ethics & RisksLarge Language Models & Understanding