This week, Lille, France hosts the 2015 International Conference on Machine Learning (ICML 2015), a premier annual Machine Learning event supported by the International Machine Learning Society (IMLS). As a leader in Machine Learning research, Google will have a strong presence at ICML 2015, with many Googlers publishing work and hosting workshops. If you’re attending, we hope you’ll visit the Google booth and talk with the Googlers to learn more about the hard work, creativity and fun that goes into solving interesting ML problems that impacts millions of people. You can also learn more about our research being presented at ICML 2015 in the list below (Googlers highlighted in blue).
Google is a Platinum Sponsor of ICML 2015.
ICML Program Committee
Area Chair - Corinna Cortes & Samy Bengio
IMLS Board Member - Corinna Cortes
Papers:
Learning Program Embeddings to Propagate Feedback on Student Code
Chris Piech, Jonathan Huang, Andy Nguyen, Mike Phulsuksombati, Mehran Sahami, Leonidas Guibas
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments
Stephan Gouws, Yoshua Bengio, Greg Corrado
An Empirical Exploration of Recurrent Network Architectures
Rafal Jozefowicz, Wojciech Zaremba, Ilya Sutskever
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
DRAW: A Recurrent Neural Network For Image Generation
Karol Gregor, Ivo Danihelka, Alex Graves, Danilo Rezende, Daan Wierstra
Variational Inference with Normalizing Flows
Danilo Rezende, Shakir Mohamed
Structural Maxent Models
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed
Weight Uncertainty in Neural Network
Charles Blundell, Julien Cornebise, Koray Kavukcuoglu, Daan Wierstra
MADE: Masked Autoencoder for Distribution Estimation
Mathieu Germain, Karol Gregor, Iain Murray, Hugo Larochelle
Fictitious Self-Play in Extensive-Form Games
Johannes Heinrich, Marc Lanctot, David Silver
Universal Value Function Approximators
Tom Schaul, Daniel Horgan, Karol Gregor, David Silver
Workshops:
Extreme Classification: Learning with a Very Large Number of Labels
Samy Bengio - Organizing Committee
Machine Learning for Education
Jonathan Huang - Organizing Committee
Workshop on Machine Learning Open Source Software 2015: Open Ecosystems
Ian Goodfellow - Program Committee
Machine Learning for Music Recommendation
Philippe Hamel - Invited Speaker
Large-Scale Kernel Learning: Challenges and New Opportunities
Poster - Just-In-Time Kernel Regression for Expectation Propagation
Wittawat Jitkrittum, Arthur Gretton, Nicolas Heess, S.M. Ali Eslami, Balaji Lakshminarayanan, Dino Sejdinovic, Zoltan Szabo
European Workshop on Reinforcement Learning (EWRL)
Rémi Munos - Organizing Committee
David Silver - Keynote
Workshop on Deep Learning
Geoff Hinton - Organizer
Tara Sainath, Oriol Vinyals, Ian Goodfellow, Karol Gregor - Invited Speakers
Poster - A Neural Conversational Model
Oriol Vinyals, Quoc Le
Oral Presentation - Massively Parallel Methods for Deep Reinforcement Learning
Arun Nair, Praveen Srinivasan, Sam Blackwell, Cagdas Alcicek, Rory Fearon, Alessandro De Maria, Vedavyas Panneershelvam, Mustafa Suleyman, Charles Beattie, Stig Petersen, Shane Legg, Volodymyr Mnih, Koray Kavukcuoglu, David Silver
Related Post:
and
- MOOC Research and Innovation
- Collection of SQL queries with Answer and Output Set 2
- PiAUISuite Update and Voicecommand v3 1
- Sign in to edx org with Google and Facebook and
- Throwing fireballs with the Kinect and Oculus Rift in Unity 3D
- IT Laws and Patents notes for BSc IT Mumbai University
- How To Bypass Megaupload Wait Time And Download At Maximum Speed !!!
- The rise of the Bots Robots Surgeons and Disruptive Technology
- The Computer Science Pipeline and Diversity Part 2 Some positive signs and looking towards the future
- Collection of SQL queries with Answer and Output Set 4
- Skill maps analytics and more with Google’s Course Builder 1 8
- Why Watson and Siri Are Not Real AI
- PPT Presentation on Memory Management in Winnows2000 and WindowsXP
- Moore’s Law Part 1 Brief history of Moores Law and current state
- Information sharing for more efficient network utilization and management
- A year and a bit with Inbox Zero
- Explore the history of Pop and Punk Jazz and Folk with the Music Timeline
- Tips on Choosing Apt Web Templates and Service Providers
- Remembering to forget
- See through the clouds with Earth Engine and Sentinel 1 Data
- Teaching machines to read between the lines and a new corpus with entity salience annotations
- The Computer Science Pipeline and Diversity Part 1 How did we get here
- Getting your fridge to order food for you with a RPi camera and a hacked up Instacart API
- Google’s Course Builder 1 9 improves instructor experience and takes Skill Maps to the next level
- Sudoku Linear Optimization and the Ten Cent Diet
2015
- Announcing the 2015 North American Google PhD Fellows
- Dr Gene Amdahl November 16 1922 – November 10 2015
- The iSANZ 2015 Best International Superstar award goes to
- Google Faculty Research Awards Summer 2015
- Google Faculty Research Awards Winter 2015
- Announcing the 2015 Google European Doctoral Fellows
- 2015 The Year Wearables Became More Than a Bad Word
- KDD 2015 Best Research Paper Award “Algorithms for Public Private Social Networks”
- ICSE 2015 and Software Engineering Research at Google
- Google Computer Vision research at CVPR 2015
at
- Forget Turing the Lovelace Test Has a Better Shot at Spotting AI
- How To Bypass Megaupload Wait Time And Download At Maximum Speed !!!
- Hardware Initiative at Quantum Artificial Intelligence Lab
- Amazon at 20 what has the online giant ever done for retail
- Computer Hangs at Start up
- Get Smart exhibition at MOTAT
- High Quality Object Detection at Scale
- ICSE 2015 and Software Engineering Research at Google
- Vote for Lovelace Babbage at LEGO Ideas
- Google Computer Vision research at CVPR 2015
0 comments:
Post a Comment