Search Results for author: Kengo Nakamura

Found 4 papers, 1 papers with code

Generalization Analysis on Learning with a Concurrent Verifier

no code implementations11 Oct 2022 Masaaki Nishino, Kengo Nakamura, Norihito Yasuda

In practical situations, it is natural to expect the input-output pairs of a machine learning model to satisfy some requirements.

Multi-class Classification Structured Prediction

Differentiable Equilibrium Computation with Decision Diagrams for Stackelberg Models of Combinatorial Congestion Games

1 code implementation NeurIPS 2021 Shinsaku Sakaue, Kengo Nakamura

We address Stackelberg models of combinatorial congestion games (CCGs); we aim to optimize the parameters of CCGs so that the selfish behavior of non-atomic players attains desirable equilibria.

Variable Shift SDD: A More Succinct Sentential Decision Diagram

no code implementations6 Apr 2020 Kengo Nakamura, Shuhei Denzumi, Masaaki Nishino

We show that VS-SDDs are never larger than SDDs and there are cases in which the size of a VS-SDD is exponentially smaller than that of an SDD.

Split or Merge: Which is Better for Unsupervised RST Parsing?

no code implementations IJCNLP 2019 Naoki Kobayashi, Tsutomu Hirao, Kengo Nakamura, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata

The first one builds the optimal tree in terms of a dissimilarity score function that is defined for splitting a text span into smaller ones.

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