Blog
The latest from Google Research
ICML 2015 and Machine Learning Research at Google
Sunday, July 5, 2015
Posted by Corinna Cortes, Head, Google Research NY
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
Labels
accessibility
ACL
ACM
Acoustic Modeling
Adaptive Data Analysis
ads
adsense
adwords
Africa
AI
AI for Social Good
Algorithms
Android
Android Wear
API
App Engine
App Inventor
April Fools
Art
Audio
Augmented Reality
Australia
Automatic Speech Recognition
AutoML
Awards
BigQuery
Cantonese
Chemistry
China
Chrome
Cloud Computing
Collaboration
Compression
Computational Imaging
Computational Photography
Computer Science
Computer Vision
conference
conferences
Conservation
correlate
Course Builder
crowd-sourcing
CVPR
Data Center
Data Discovery
data science
datasets
Deep Learning
DeepDream
DeepMind
distributed systems
Diversity
Earth Engine
economics
Education
Electronic Commerce and Algorithms
electronics
EMEA
EMNLP
Encryption
entities
Entity Salience
Environment
Europe
Exacycle
Expander
Faculty Institute
Faculty Summit
Flu Trends
Fusion Tables
gamification
Gboard
Gmail
Google Accelerated Science
Google Books
Google Brain
Google Cloud Platform
Google Docs
Google Drive
Google Genomics
Google Maps
Google Photos
Google Play Apps
Google Science Fair
Google Sheets
Google Translate
Google Trips
Google Voice Search
Google+
Government
grants
Graph
Graph Mining
Hardware
HCI
Health
High Dynamic Range Imaging
ICCV
ICLR
ICML
ICSE
Image Annotation
Image Classification
Image Processing
Inbox
India
Information Retrieval
internationalization
Internet of Things
Interspeech
IPython
Journalism
jsm
jsm2011
K-12
Kaggle
KDD
Keyboard Input
Klingon
Korean
Labs
Linear Optimization
localization
Low-Light Photography
Machine Hearing
Machine Intelligence
Machine Learning
Machine Perception
Machine Translation
Magenta
MapReduce
market algorithms
Market Research
materials science
Mixed Reality
ML
ML Fairness
MOOC
Moore's Law
Multimodal Learning
NAACL
Natural Language Processing
Natural Language Understanding
Network Management
Networks
Neural Networks
NeurIPS
Nexus
Ngram
NIPS
NLP
On-device Learning
open source
operating systems
Optical Character Recognition
optimization
osdi
osdi10
patents
Peer Review
ph.d. fellowship
PhD Fellowship
PhotoScan
Physics
PiLab
Pixel
Policy
Professional Development
Proposals
Public Data Explorer
publication
Publications
Quantum AI
Quantum Computing
Recommender Systems
Reinforcement Learning
renewable energy
Research
Research Awards
resource optimization
Responsible AI
Robotics
schema.org
Search
search ads
Security and Privacy
Self-Supervised Learning
Semantic Models
Semi-supervised Learning
SIGCOMM
SIGMOD
Site Reliability Engineering
Social Networks
Software
Sound Search
Speech
Speech Recognition
statistics
Structured Data
Style Transfer
Supervised Learning
Systems
TensorBoard
TensorFlow
TPU
Translate
trends
TTS
TV
UI
University Relations
UNIX
Unsupervised Learning
User Experience
video
Video Analysis
Virtual Reality
Vision Research
Visiting Faculty
Visualization
VLDB
Voice Search
Wiki
wikipedia
WWW
Year in Review
YouTube
Archive
2022
Jun
May
Apr
Mar
Feb
Jan
2021
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2020
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2019
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2018
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2017
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2016
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2015
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2014
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2013
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2012
Dec
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2011
Dec
Nov
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2010
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2009
Dec
Nov
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2008
Dec
Nov
Oct
Sep
Jul
May
Apr
Mar
Feb
2007
Oct
Sep
Aug
Jul
Jun
Feb
2006
Dec
Nov
Sep
Aug
Jul
Jun
Apr
Mar
Feb
Feed
Follow @googleai
Give us feedback in our
Product Forums
.
