Europe
Approximate Bayesian Inference for a Mechanistic Model of Vesicle Release at a Ribbon Synapse
Cornelius Schröder, Ben James, Leon Lagnado, Philipp Berens
Neural Information Processing Systems http://nips.cc/
NonstochasticMultiarmedBandits withUnrestrictedDelays
Wefirstprovethat"delayed"Exp3achievesthe O p (KT +D)lnK regret bound conjectured by Cesa-Bianchi et al. [2019] in the case of variable, but bounded delays. Here,K is the number of actions andD isthe total delay overT rounds.
Provable Acceleration of Nesterov's Accelerated Gradient for Rectangular Matrix Factorization and Linear Neural Networks
We study the convergence rate of first-order methods for rectangular matrix factorization, which is a canonical nonconvex optimization problem.
Average Individual Fairness: Algorithms, Generalization and Experiments
Saeed Sharifi-Malvajerdi, Michael Kearns, Aaron Roth
Neural Information Processing Systems http://nips.cc/
Generalized Off-Policy Actor-Critic
Shangtong Zhang, Wendelin Boehmer, Shimon Whiteson
Neural Information Processing Systems http://nips.cc/
