Hierarchical Lattice Layer for Partially Monotone Neural Networks
- 2022
- NeurIPS 2022
Bio
He is a researcher in IBM Research - Tokyo. His interests are theory of algorithms, operations research, analytics, machine learning, and healthcare.
Publications
Education
- 2006-2007 Kyoto University, Ph.D. in Informatics
- 2001-2003 Kyoto University, M.S. in Informatics
- 1997-2001 Kyoto University, B.S. in Engineering (Computer Science)
Professional Experience
- 2003-(present) IBM Research - Tokyo
- 2001 NTT Musashino R&D Center (summer intern)
Awards
- 14th place (bronze medal) in 2001 ACM ICPC World Finals at Vancouver
- 18th place in 1999 ACM ICPC World Finals at Eindhoven
Publications
DPM360: New Additions to Advanced Disease Progression Modeling
- 2022
- OHDSI Collaborator Showcase 2022
Evaluation of artificial intelligence systems for assisting neurologists with fast and accurate annotations of scalp electroencephalography data
- 2021
- EBioMedicine
Strategy-proof approximation algorithms for the stable marriage problem with ties and incomplete lists
- 2019
- ISAAC 2019
Discounted average degree density metric and new algorithms for the densest subgraph problem
- 2017
- Networks
Consistent and efficient nonparametric different-feature selection
- 2017
- AISTATS 2017
A tight approximation bound for the stable marriage problem with restricted ties
- 2015
- APPROX/RANDOM 2015
Patents
Implementing Artificial Intelligence Agents To Perform Machine Learning Tasks Using Predictive Analytics To Leverage Ensemble Policies For Maximizing Long-term Returns
- 29 Nov 2021
- US
- 11188797
Producing A Formulation Based On Prior Distributions Of A Number Of Ingredients Used In The Formulation
- 22 Nov 2021
- US
- 11182688
Partially Observed Markov Decision Process Model And Its Use
- 15 Nov 2021
- US
- 11176473
Transformation From General Max Sat To Max 2sat
- 02 Aug 2021
- US
- 11080360
Estimation Of Abnormal Sensors
- 14 Jun 2021
- US
- 11037066
Rule Creation Using Mdp And Inverse Reinforcement Learning
- 10 May 2021
- US
- 11003998
Topic Clustering To Generate Formulations
- 15 Mar 2021
- US
- 10949470
Rule Creation Using Mdp And Inverse Reinforcement Learning
- 25 Jan 2021
- US
- 10902347
Labeled Graph Isomorphism Allowing For False Positive
- 28 Dec 2020
- US
- 10878032
Labeled Graph Isomorphism Allowing For False Positive
- 12 Oct 2020
- US
- 10803122
Top collaborators
TK
Takayuki Katsuki
Researcher
AB
Alan Braz
Senior Research Developer, Discovery Platform
KN
Kenney Ng
PRS, Accelerated Discovery, Healthcare & Life Sciences | Manager, Center for Computational Health
PM
Pablo Meyer Rojas
Senior Research Scientist, Manager, Biomedical Analytics and Modeling, Center for Computational Health