管家婆免费开奖大全

Eight 管家婆免费开奖大全 artificial intelligence researchers named CIFAR AI Chairs

Portrait of Anna Goldenberg
Anna Goldenberg, one of eight 管家婆免费开奖大全 researchers to be named a CIFAR AI Chair, has developed a computer model that can predict a patient's oncoming heart attack (photo by Johnny Guatto)

Eight 管家婆免费开奖大全 artificial intelligence researchers 鈥 four of whom are women 鈥 have been named CIFAR AI Chairs, a recognition of pioneering work in areas that could have global societal impact. 

One of the new chairs is Anna Goldenberg, an associate professor of computer science in 管家婆免费开奖大全鈥檚 Faculty of Arts & Science and the first-ever chair in biomedical informatics and artificial intelligence at the Hospital for Sick Children. She and her colleagues, including 管家婆免费开奖大全's Dr. Peter Laussen, have developed a computer model that uses signals in physiological data, such as a patient鈥檚 pulse, to detect an oncoming heart attack 鈥 giving doctors and nurses vital minutes to intervene and save an infant鈥檚 life. 

The early-warning system has been able to predict 70 per cent of heart attacks at least five minutes 鈥 and up to 15 minutes 鈥 before a patient鈥檚 heart stops beating. 

鈥淚n machine learning and health care, the key word is prevention,鈥 says Goldenberg, whose team is on track to have the system tested in a silent trial in a clinical environment.

The CIFAR AI Chairs each receive five years of dedicated funding and are a key part of the country鈥檚 $125-million Pan-Canadian Artificial Intelligence Strategy, which seeks to attract and retain the top minds in the field. (See the full list of eight CIFAR AI Chairs from 管家婆免费开奖大全 below.)

The latest CIFAR AI Chairs announcement comes on the heels of major investments in Toronto鈥檚 burgeoning AI scene. 管家婆免费开奖大全 alone has attracted $244 million in direct research funding in AI over the last five years, while a who鈥檚 who of multinational tech companies 鈥 from Nvidia and Uber to Google and Samsung 鈥 have either set up or expanded AI research labs in Toronto with a 管家婆免费开奖大全 researcher at the helm.

Meantime, a new generation of AI experts are flocking to Toronto to take up the torch from celebrated pioneers like 管家婆免费开奖大全 Emeritus Geoffrey Hinton. Like Goldenberg, many now split their time between 管家婆免费开奖大全 and the Vector Institute for Artificial Intelligence, which was created in 2017 to attract and retain top talent in the field.

In fact, 管家婆免费开奖大全 and Vector recently created three new tenure-stream faculty positions in deep learning, a sub-field of artificial intelligence, in Hinton鈥檚 honour after he won the prestigious A.M. Turing Award earlier this year.

鈥淭oday鈥檚 announcement by CIFAR will help 管家婆免费开奖大全 and Vector continue to attract and nurture top talent in AI while maintaining Canada鈥檚 leadership in a field with revolutionary potential,鈥 says Vivek Goel, 管家婆免费开奖大全鈥檚 vice-president, research and innovation, and strategic initiatives.

鈥淩esearchers around the world recognize 管家婆免费开奖大全鈥檚 well-earned reputation as an AI powerhouse and are keen to be part of the growing innovation ecosystem of startups and AI research labs in one of the world鈥檚 most welcoming and diverse cities.鈥

Two members of the latest cohort of CIFAR AI chairs 鈥 Chris Maddison and Jakob Foerster 鈥 were recently wooed to 管家婆免费开奖大全 after completing their PhD studies at Oxford University. Animesh Garg, who is also a senior research scientist at Nvidia, joined 管家婆免费开奖大全鈥檚 department of computer science last summer. 

As for Goldenberg, she has worked with Dr. David Malkin, a senior staff oncologist at SickKids and 管家婆免费开奖大全 professor of pediatrics, as well as other colleagues, to develop computer models that can predict in what part of the body a malignancy will form in patients with Li-Fraumeni syndrome, a genetic disease that predisposes people to a wide range of cancers.

She says the algorithms are meant to be an 鈥渁ssistive tool鈥 to help guide hospital staff's decisions, not dictate them. 

SickKids collects 200,000 bytes of data per second, Goldenberg notes, about equal to the amount of water in cubic feet that flows over Niagara Falls.

Being named a CIFAR chair is an honour and a sign that the community recognizes the value and promise of machine-learning research and its potentially revolutionary applications in health care, according to Goldenberg. She adds that it鈥檚 鈥渧ery admirable CIFAR is recognizing the importance of diversity,鈥 by seeking out and supporting women, who .

In all, CIFAR named 34 new AI chairs across the country, bringing the total to 80 since the program鈥檚 inception in late 2018. The new researchers are based at one of three AI centres: Edmonton鈥檚 Amii, Montreal鈥檚 Mila and Toronto鈥檚 Vector Institute. The program, funded by a total of $86.5 million over five years, provides AI experts with stable and long-term funding to support their research.


管家婆免费开奖大全鈥檚 new CIFAR AI chairs at a glance: 

Jakob Foerster will be an assistant professor in 管家婆免费开奖大全 Scarborough鈥檚 department of computer and mathematical sciences in fall 2020. During his PhD studies at Oxford University, he helped bring deep multi-agent reinforcement learning to the forefront of AI research. He鈥檚 interned at Google Brain, OpenAI and DeepMind, and is currently working as a research assistant at Facebook AI Research.

 

 

 

Animesh Garg is an assistant professor of computer science at 管家婆免费开奖大全. He leads Vector鈥檚 Toronto People, AI and Robotics research group. He鈥檚 also affiliated with the department of mechanical and industrial engineering as well as 管家婆免费开奖大全鈥檚 Robotics Institute. Garg, who has graduate degrees from Berkeley and who did his post-doctoral research at Stanford University, is currently researching machine learning algorithms for perception and control in robotics.

 

 

 

Anna Goldenberg is an associate professor in the department of computer science at 管家婆免费开奖大全 and a scientist in the genetics and genome biology lab at SickKids Research Institute. Her lab develops machine learning tools to understand disease heterogeneity.    

 

 

 

 

 

Chris Maddison will be an assistant professor in the departments of computer science and statistical sciences in 2020. He earned his undergraduate and master鈥檚 degrees at 管家婆免费开奖大全 under University Professor Emeritus Geoffrey Hinton, followed by a PhD at Oxford University. Maddison was part of the Google DeepMind team that developed AlphaGo, an AI-powered program that unseated the human world Go champion.

 

 

 

 

Sheila McIlraith is a professor in the department of computer science. Before joining 管家婆免费开奖大全, she was a research scientist at Stanford University and spent a year at Xerox PARC, in Palo Alto, Calif. She鈥檚 the author of over 100 scholarly articles. Her main research interests include data-intensive sequential decision-making, cognitive robotics and reinforcement learning. 

 

 

 

 

Gennady Pekhimenko is an assistant professor in computer science. Previously a researcher with Microsoft, he received his PhD in computer science from Carnegie Mellon University and a master鈥檚 degree from 管家婆免费开奖大全. His research focus includes computer architecture and machine learning. 

 

 

 

 

Toniann Pitassi is a professor in computer science with a joint appointment in mathematics. She received her PhD in computer science from 管家婆免费开奖大全 and has taught at the University of Pittsburgh and the University of Arizona. Her primary research is in computational complexity 鈥 understanding which computational problems can be solved efficiently and how. 

 

 

 

 

Angela Schoellig is an assistant professor at 管家婆免费开奖大全鈥檚 Institute for Aerospace Studies who leads its Dynamic Systems Lab. She works on control theory and applying machine learning to drones, autonomous vehicles and other robots. 

UTC