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AIHelsinki 12th session

26 May 2017 @ 1:00 pm - 4:00 pm

Welcome to the 12th AIHelsinki event

Friday May 26 at 1pm
Maria 0-1, Lapinlahdenkatu 16, entrance 15C, 2nd floor

Free entrance, seats for 80 people

Please enrol here: https://goo.gl/forms/d66HkfEcAspfAKQk1

Speakers

Kyunghyun Cho, Assistant Professor, Department of Computer Science, Courant Institute of Mathematical Sciences NYU

Topic: Deep Learning, Where are you going?

Abstract:
There are three axes along which advances in machine learning and deep learning happen. They are (1) network architectures, (2) learning algorithms and (3) spatio-temporal abstraction. In this talk, I will describe a set of research topics I’ve pursued in each of these axes. For network architectures, I will describe how recurrent neural networks, which were largely forgotten during 90s and early 2000s, have evolved over time and have finally become a de facto standard in machine translation. I continue on to discussing various learning paradigms, how they related to each other, and how they are combined in order to build a strong learning system. Along this line, I briefly discuss my latest research on designing a query-efficient imitation learning algorithm for autonomous driving. Lastly, I present my view on what it means to be a higher-level learning system. Under this view each and every end-to-end trainable neural network serves as a module, regardless of how they were trained, and interacts with each other in order to solve a higher-level task. I will describe my latest research on trainable decoding algorithm as a first step toward building such a framework.
Bio: Kyunghyun Cho is an assistant professor of computer science and data science at New York University. He was a postdoctoral fellow at University of Montreal until summer 2015, and received PhD and MSc degrees from Aalto University early 2014. He tries best to find a balance among machine learning, natural language processing and life, but often fails to do so.

Reaktor and YLE

Topic: Reaktor AI (Topic may change)

Details

Date:
26 May 2017
Time:
1:00 pm - 4:00 pm
Website:
https://www.facebook.com/events/1811079815887279

Venue

Maria 01
Lapinlahdenkatu 16
Helsinki, 00180 Finland

Organizer

Maria 01

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