《神经网络：回到未来》（Neural Nets Back to the Future）-ICML 2016

《神经网络：回到未来》（Neural Nets Back to the Future）

官方主页：Neural Nets Back to the Future @ ICML 16

June 23rd 2016 at Crowne Plaza in NYC

Workshop Schedule

08:20 am

Welcome and Introduction

08:30 am

Larry Jackel - Machine Learning and Neural Nets at Bell Labs, Holmdel

North-C, Toyota Research Institute, NVIDIA video

09:15 am

Gerry Tesauro - On TD-Learning and links with DeepRL in Atari and AlphaGo

IBM Research video

10:00

Coffee Break

10:30 am

Yoshua Bengio - Learning Long-Term Dependencies with Gradient Descent is Difficult

University of Montréal video

10:50 am

C. Lee Giles - Recurrent Neural Networks: State Machines and Pushdown Automata

Penn State University video

11:30 am

Panel discussion with Yoshua Bengio, C. Lee Giles and Tomas Mikolov

12:00

Lunch Break

01:30 pm

Patrice Simard - Backpropagation without Multiplication

Microsoft Research, Redmond video

01:50 pm

Yann Dauphin - Tangent Propagation

Facebook AI Research, Menlo Park video

02:10 pm

John Platt - Let your Network Grow

Google Research, Seattle video

02:30 pm

Panel with Yann LeCun, Patrice Simard and John Platt

video

03:00 pm

Coffee Break

03:30 pm

Barak Pearlmutter - Automatic Differentiation versus Back-Propagation: The Human Touch

Maynooth University, Ireland video

04:10pm

Leon Bottou - Graph Transformer Networks

Facebook AI Research, NYC video

Important Dates

June 23rd Workshop Day

Organizers

Léon Bottou (leonb@1, Facebook)

David Grangier (grangier@1, Facebook)

Tomas Mikolov (tmikolov@1, Facebook)

John Platt (platt@2, Google)

where 1=fb.com and 2=google.com

Acknowledgements

We are thankful to our speakers, and our program committee (Michael Auli, Ronan Collobert, Yann Dauphin, Marc’Aurelio Ranzato).

Photo Credit: Garry Knight