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… Academic member) PhD Promoting underrepresented groups in AI research In November 2020, Professor Kyunghyun Cho , a … designated underrepresented regions within the field of AI. Prof. Cho recognizes the difficulty and stress involved … for students who belong to underrepresented groups in AI due to their gender or nationality. Through these awards, …
… knowledge graphs, covering a variety of applications and domains. Recently, there is growing interest in learning … learning systems such as Tensorflow and Pytorch, which are mainly designed for data with regular structures (e.g., … variety of applications, including: Node Embedding , which aims at learning node embeddings of large-scale graphs. …
… to quantum computing, and Agnostiq access to Mila’s AI/ML researchers and partner network. Partnering with Mila will help Agnostiq remain at the forefront and among the first to discover … Vice President of Mila. “Mila’s research community works daily toward improving the democratization of machine …
… Learning A reinforcement learning (RL) agent aims to maximize the sum of rewards by interacting with an … of sequence models, have been making waves in various domains of RL, including model - free RL , model-based RL , offline RL . However, the big question remains: why are Transformers so effective in RL, especially …
… the convenient bisection method is no longer available. While some alternatives exist, none of them allow … the blue region in the illustration and (differentiably) obtain the non-watertight mesh. The extraction rule is similar … With the G-Shell representation, it is almost straightforward to use a differentiable mesh renderer to render …
… to its Board of Directors. Ram Panda is the former Chair of McGill University’s Board of Governors and, since … and as an executive member of Made by McGill: the Campaign for Our Third Century. Originally from India, Ram Panda … company for heavy industry, headquartered in Montreal and mainly operating abroad. Mr. Panda supported the recently …
… whose work is conducted at Mila. This year, the Quebec AI Institute has selected Victor Schmidt as the winner of … work focuses on the application of artificial intelligence (AI) to fight global warming. Most notably, he has worked on … the Antidote software. Antidote represented a remarkable mainstream application of AI when it first launched in 1996. …
… (e.g. see this paper ), and many opportunities probably waiting for us in upcoming research. It has taken time for … paper. More recently, I have written a tutorial to explain the basic ideas, and you will also find there all the recent publicly available papers. See also this rather technical talk I …
Postdoctorate - McGill University