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Poster
Tue 14:00 A constrained risk inequality for general losses
John Duchi · Feng Ruan
Poster
Wed 6:00 An Analysis of the Adaptation Speed of Causal Models
Remi Le Priol · Reza Babanezhad · Yoshua Bengio · Simon Lacoste-Julien
Poster
Wed 6:00 Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications
Guillaume Ausset · Stephan Clémençon · François Portier
Poster
Tue 18:30 On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification
Tianyi Lin · Zeyu Zheng · Elynn Chen · Marco Cuturi · Michael Jordan
Poster
Wed 6:00 Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes
Qi Lei · Sai Ganesh Nagarajan · Ioannis Panageas · xiao wang
Poster
Tue 18:30 A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits
Kei Takemura · Shinji Ito · Daisuke Hatano · Hanna Sumita · Takuro Fukunaga · Naonori Kakimura · Ken-ichi Kawarabayashi
Poster
Wed 12:45 A Limited-Capacity Minimax Theorem for Non-Convex Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets
Gauthier Gidel · David Balduzzi · Wojciech Czarnecki · Marta Garnelo · Yoram Bachrach