J u m p t o c o n t e n t
M a i n m e n u
M a i n m e n u
N a v i g a t i o n
● M a i n p a g e
● C o n t e n t s
● C u r r e n t e v e n t s
● R a n d o m a r t i c l e
● A b o u t W i k i p e d i a
● C o n t a c t u s
● D o n a t e
C o n t r i b u t e
● H e l p
● L e a r n t o e d i t
● C o m m u n i t y p o r t a l
● R e c e n t c h a n g e s
● U p l o a d f i l e
S e a r c h
Search
A p p e a r a n c e
● C r e a t e a c c o u n t
● L o g i n
P e r s o n a l t o o l s
● C r e a t e a c c o u n t
● L o g i n
P a g e s f o r l o g g e d o u t e d i t o r s l e a r n m o r e
● C o n t r i b u t i o n s
● T a l k
( T o p )
1
H i s t o r y
2
N o t a b l e r e s e a r c h e r s
3
R e s e a r c h a c t i v i t i e s
4
B o a r d o f D i r e c t o r s
5
O t h e r a c t i v i t i e s
6
R e f e r e n c e s
7
E x t e r n a l l i n k s
T o g g l e t h e t a b l e o f c o n t e n t s
M i l a ( r e s e a r c h i n s t i t u t e )
3 l a n g u a g e s
● ف ا ر س ی
● F r a n ç a i s
● T ü r k ç e
E d i t l i n k s
● A r t i c l e
● T a l k
E n g l i s h
● R e a d
● E d i t
● V i e w h i s t o r y
T o o l s
T o o l s
A c t i o n s
● R e a d
● E d i t
● V i e w h i s t o r y
G e n e r a l
● W h a t l i n k s h e r e
● R e l a t e d c h a n g e s
● U p l o a d f i l e
● S p e c i a l p a g e s
● P e r m a n e n t l i n k
● P a g e i n f o r m a t i o n
● C i t e t h i s p a g e
● G e t s h o r t e n e d U R L
● D o w n l o a d Q R c o d e
● W i k i d a t a i t e m
P r i n t / e x p o r t
● D o w n l o a d a s P D F
● P r i n t a b l e v e r s i o n
A p p e a r a n c e
C o o r d i n a t e s : 4 5 ° 3 1 ′ 51 ″ N 7 3 ° 3 6 ′ 49 ″ W / 4 5 . 5 3 0 7 2 2 ° N 7 3 . 6 1 3 7 3 6 ° W / 45.530722; -73.613736
F r o m W i k i p e d i a , t h e f r e e e n c y c l o p e d i a
Research laboratory in Montreal, Canada
Mila - Quebec AI Institute (originally Montreal Institute for Learning Algorithms ) is a research institute in Montreal , Quebec , focusing mainly on machine learning research. Approximately 1000 students and researchers and 100 faculty members, were part of Mila in 2022.[1] Along with Alberta's Amii and Toronto's Vector Institute , Mila is part of the Pan-Canadian Artificial Intelligence Strategy . [2]
History [ edit ]
Mila traces its foundations to the Laboratoire d'informatique des systèmes adaptatifs (LISA) [3] at the Université de Montréal and to the Reasoning and Learning Lab (RL-Lab)[4] at McGill University . LISA was founded in 1993 by Yoshua Bengio , a Turing award winner and one of the founders of the field of deep learning [5] [6] [7] while the RL-Lab was founded in 2001 and is currently co-directed by Professors Prakash Panangaden , Doina Precup , Joëlle Pineau , and Jackie Chi Kit Cheung.
In 2017, Mila was established as a partnership between the Université de Montréal and McGill University with École Polytechnique de Montréal and HEC Montréal .
In December 2020, Mila teamed up with IBM to accelerate artificial intelligence (AI ) and machine learning research using open-source technology in a bid to integrate the Quebec institute’s open-source software, Oríon, with IBM’s Watson Machine Learning Accelerator, an AI model training and inference tool that the tech giant offers to businesses.[8]
Notable researchers [ edit ]
Besides Bengio, Mila's faculty members include Joëlle Pineau and Doina Precup . Some of its graduates include Marc Bellemare (MSc 2007 - RL-Lab), Hugo Larochelle (PhD 2009 - LISA) and Ian Goodfellow (PhD 2014 - LISA).
Research activities [ edit ]
Research at Mila is largely, but not exclusively focused on deep learning and reinforcement learning . Specific research topics include:
Board of Directors [ edit ]
Board of Directors that watch over Mila's strategic directions are:[9]
Alexandre Le Bouthillier, General Partner - Linearis
Alexandre Synett
Anne-Marie Hubert, Managing Partner - Ernst & Young
Benoit Boulet, Associate Dean (Research & Innovation) - McGill University
Caroline Aubé, Director of Research and Knowledge Transfer, HEC Montreal
Eugénie Brouillet, Associate Dean (Research, Creation and Innovation) - Université Laval
Frédéric Bouchard, Dean Faculty of Arts and Science - Université de Montréal
Josée Morin, Company Administrator
Magaly Charbonneau, Hi-tech Venture Capitalist - Inovia Capital
Marie-Josée Hébert, Vice Rector, Research, Discovery, Creation and Innovation - Université de Montréal
Martha Crago , Vice-Principal, Research and Innovation - McGill University
Mathieu Gervais, Observer, Assistant Deputy Minister for Science and Innovation at the Ministère de l'Économie et de l'innovation
Pierre Boivin , President, Board of Directors, President and Chief Executive Officer - Claridge
Valerie Pisano, Observer, Board of Directors, President and CEO - Mila
Yoshua Bengio , Observer, Board of Directors, Scientific Director, Mila & IVADO
Other activities [ edit ]
Mila is both a research and educational institution, providing postdoc and internship positions, and providing a research environment for students enrolled in their respective universities and working towards their graduate degrees such as PhD and Master's degrees in machine learning .
Mila members have also contributed to open-source software . Theano , one of the early programming frameworks for deep learning originated at MILA. In 2020, active projects included myia, a deep learning framework for Python , and baby-ai, a platform for simulating language learning with a human in the loop.[10]
In addition, Mila is also involved in numerous partnerships with private companies.[11]
References [ edit ]
^ "CIFAR AI Strategy" . cifar.ca/ai . Retrieved 2023-03-21 .
^ "Laboratoire d'Informatique des Systèmes Adaptatifs" . www.iro.umontreal.ca . Retrieved 2020-08-11 .
^ url=http://rl.cs.mcgill.ca/index.html
^ "Fathers of the Deep Learning revolution receive 2018 ACM A.M. Turing Award" . www.acm.org . Retrieved 2019-07-17 .
^ "Massive new centre for AI research opens in Montreal - Montreal | Globalnews.ca" . globalnews.ca . 2019-01-28. Retrieved 2019-07-15 .
^ Desmond, John (2018-06-22). "Executive Interview: Yoshua Bengio of Mila, University of Montreal" . AI Trends . Retrieved 2019-07-17 .
^ "Mila, IBM collaborating on open-source AI and machine learning project | BetaKit" . 2020-12-11. Retrieved 2020-12-19 .
^ "Mila's Board of Directors" . 2023-05-08.
^ "Mila Github Page" . github.com . Retrieved 2020-07-26 .
^ "Mila industrial partner list" . mila.quebec . Retrieved 2022-06-20 .
External links [ edit ]
t
e
Differentiable computing
General
Concepts
Applications
Hardware
Software libraries
Implementations
Audio–visual
Verbal
Decisional
People
Organizations
Architectures
Portals
Categories
R e t r i e v e d f r o m " https://en.wikipedia.org/w/index.php?title=Mila_(research_institute)&oldid=1211280367 "
C a t e g o r i e s :
● R e s e a r c h i n s t i t u t e s i n C a n a d a
● M c G i l l U n i v e r s i t y
● U n i v e r s i t é d e M o n t r é a l
● A r t i f i c i a l i n t e l l i g e n c e l a b o r a t o r i e s
● 1 9 9 3 e s t a b l i s h m e n t s i n Q u e b e c
H i d d e n c a t e g o r i e s :
● P a g e s u s i n g g a d g e t W i k i M i n i A t l a s
● A r t i c l e s w i t h s h o r t d e s c r i p t i o n
● S h o r t d e s c r i p t i o n i s d i f f e r e n t f r o m W i k i d a t a
● C o o r d i n a t e s o n W i k i d a t a
● T h i s p a g e w a s l a s t e d i t e d o n 1 M a r c h 2 0 2 4 , a t 1 9 : 2 9 ( U T C ) .
● T e x t i s a v a i l a b l e u n d e r t h e C r e a t i v e C o m m o n s A t t r i b u t i o n - S h a r e A l i k e L i c e n s e 4 . 0 ;
a d d i t i o n a l t e r m s m a y a p p l y . B y u s i n g t h i s s i t e , y o u a g r e e t o t h e T e r m s o f U s e a n d P r i v a c y P o l i c y . W i k i p e d i a ® i s a r e g i s t e r e d t r a d e m a r k o f t h e W i k i m e d i a F o u n d a t i o n , I n c . , a n o n - p r o f i t o r g a n i z a t i o n .
● P r i v a c y p o l i c y
● A b o u t W i k i p e d i a
● D i s c l a i m e r s
● C o n t a c t W i k i p e d i a
● C o d e o f C o n d u c t
● D e v e l o p e r s
● S t a t i s t i c s
● C o o k i e s t a t e m e n t
● M o b i l e v i e w