3.4k citations · 3.9k across the 67 of their papers we have counts for
4 papers · 1 filter
Lipschitz Continuous Algorithms for Covering Problems
Soh Kumabe, Yuichi Yoshida
Combinatorial algorithms are widely used for decision-making and knowledge discovery, and it is important to ensure that their output remains stable even when subjected to small pe…
The Secretary Problem with Predictions
Kaito Fujii, Yuichi Yoshida
The value maximization version of the secretary problem is the problem of hiring a candidate with the largest value from a randomly ordered sequence of candidates. In this work, we…
A Batch-to-Online Transformation under Random-Order Model
Jing Dong, Yuichi Yoshida
We introduce a transformation framework that can be utilized to develop online algorithms with low -approximate regret in the random-order model from offline approximation algor…
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network
Yuri Kinoshita, Kenta Oono, Kenji Fukumizu +2
Variational autoencoders (VAEs) are one of the deep generative models that have experienced enormous success over the past decades. However, in practice, they suffer from a problem…