Roger Grosse is affiliated with the University of Toronto in Canada. Their research predominantly spans the field of computer science, with a strong focus on artificial intelligence. They have contributed extensively to subfields including artificial intelligence, computer vision and pattern recognition, statistical and nonlinear physics, statistics and probability, and computational mechanics.
The scientific topics covered in Roger Grosse's work encompass several areas such as topic modeling, stochastic gradient optimization techniques, domain adaptation and few-shot learning, neural networks and applications, model reduction and neural networks, natural language processing techniques, and machine learning and algorithms.
Roger Grosse has published numerous papers in various venues, with a significant number in arXiv (Cornell University). Other publication venues include the Proceedings of the AAAI Conference on Artificial Intelligence and Avian Conservation and Ecology. Some selected recent papers are:
Frequent co-authors in Roger Grosse's work include Juhan Bae, Yuhuai Wu, Jared Kaplan, Cem Anil, and Ethan Perez.
Honglak Lee;Roger Grosse;Rajesh Ranganath;Andrew Y. Ng
Yuri Burda;Roger Grosse;Ruslan Salakhutdinov
Tian Qi Chen;Xuechen Li;Roger B. Grosse;David Duvenaud
Yuhuai Wu;Elman Mansimov;Shun Liao;Roger Grosse
James Martens;Roger Grosse
Roger Grosse;Micah K. Johnson;Edward H. Adelson;William T. Freeman
David Duvenaud;James Lloyd;Roger Grosse;Joshua Tenenbaum
Honglak Lee;Roger Grosse;Rajesh Ranganath;Andrew Y. Ng
Yuhuai Wu;Elman Mansimov;Roger B. Grosse;Shun Liao
Ricky T. Q. Chen;Xuechen Li;Roger Grosse;David Duvenaud
David Duvenaud;James Robert Lloyd;Roger Grosse;Joshua B. Tenenbaum
Aidan N. Gomez;Mengye Ren;Raquel Urtasun;Roger B. Grosse
Chaoqi Wang;Guodong Zhang;Roger Grosse
Roger Grosse;Rajat Raina;Helen Kwong;Andrew Y. Ng
James Robert Lloyd;David Duvenaud;Roger Grosse;Joshua B. Tenenbaum
Yeming Wen;Paul Vicol;Jimmy Ba;Dustin Tran
Yuhuai Wu;Yuri Burda;Ruslan Salakhutdinov;Roger B. Grosse
Shengyang Sun;Guodong Zhang;Jiaxin Shi;Roger B. Grosse
Roger Grosse;James Martens
Cem Anil;James Lucas;Roger B. Grosse
Matthew MacKay;Paul Vicol;Jonathan Lorraine;David Duvenaud
James Lucas;George Tucker;Roger B. Grosse;Mohammad Norouzi
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