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
Reduction In Storage Usage In Distributed Databases
- 31 Aug 2020
- US
- 10764030
Reduction In Storage Usage In Blockchain
- 17 Aug 2020
- US
- 10749668
Dense Subgraph Identification
- 11 May 2020
- US
- 10650047
Training An Estimation Model For Price Optimization
- 26 Aug 2019
- US
- 10395283
Text Processing Method, System And Computer Program
- 15 Jul 2019
- US
- 10353932
Processing Apparatus, Processing Method, And Program
- 04 Jul 2019
- JP
- 6548209
Simplifying Clauses For Max-sat
- 03 Jun 2019
- US
- 10311125
Method And Apparatus For Solving A Mixed Integer Programming Problem
- 24 Dec 2018
- US
- 10162798
Method And Apparatus For Solving A Mixed Integer Programming Problem
- 27 Aug 2018
- US
- 10061569
Method For Cost Estimation Along Arbitrary Paths Using Weight Propagation
- 03 Jan 2018
- DE
- 112010004005
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