11 citations · 54 across the 14 of their papers we have counts for
15 papers
Regression with Sensor Data Containing Incomplete Observations
Takayuki Katsuki, Takayuki Osogami
This paper addresses a regression problem in which output label values are the results of sensing the magnitude of a phenomenon. A low value of such labels can mean either that the…
Mechanism Learning for Trading Networks
Takayuki Osogami, Segev Wasserkrug, Elisheva S. Shamash
We study the problem of designing mechanisms for trading networks that satisfy four desired properties: dominant-strategy incentive compatibility, efficiency, weak budget balance (…
Online Learning in Supply-Chain Games
Nicolò Cesa-Bianchi, Tommaso Cesari, Takayuki Osogami +2
We study a repeated game between a supplier and a retailer who want to maximize their respective profits without full knowledge of the problem parameters. After characterizing the…
Biases in In Silico Evaluation of Molecular Optimization Methods and Bias-Reduced Evaluation Methodology
Hiroshi Kajino, Kohei Miyaguchi, Takayuki Osogami
We are interested in in silico evaluation methodology for molecular optimization methods. Given a sample of molecules and their properties of our interest, we wish not only to trai…
Visual analytics for team-based invasion sports with significant events and Markov reward process
Kun Zhao, Takayuki Osogami, Tetsuro Morimura
In team-based invasion sports such as soccer and basketball, analytics is important for teams to understand their performance and for audiences to understand matches better. The pr…
Real-time tree search with pessimistic scenarios
Takayuki Osogami, Toshihiro Takahashi
Autonomous agents need to make decisions in a sequential manner, under partially observable environment, and in consideration of how other agents behave. In critical situations, su…