# Fingerprint Dive into the research topics where Kei Kobayashi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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### Mathematics

Kernel Regression

Statistical Manifold

kernel

Efficient Estimator

Information Criterion

Regression

Voronoi Diagram

Tournament

Algebraic Statistics

Shrinkage

Predictive Distribution

Support Vector Machine

Regularization

Ranking

Crystal

Collision

Estimating Equation

Fast Marching Method

Estimator

Multicollinearity

Lattice Paths

Path

Crystal Growth

Sorting algorithm

Prediction

Centrality

Feature Space

Parallel Algorithms

Covariance matrix

Difference Method

Information Geometry

Approximation Algorithms

Counting

Homotopy Method

Finite Difference

High-dimensional

Eliminate

Partial differential equation

Robot

Algebraic Variety

Attack

Planning

Polynomial equation

Partition

Minimaxity

Bayesian Prediction

Risk Function

Unknown

Maximum Likelihood Estimator

Regularization Parameter

### Engineering & Materials Science

Crystal growth

Crystals

Collaborative filtering

Partial differential equations

Recommender systems

Approximation algorithms

Sorting

Finite difference method

Support vector machines

Logistics

Tuning

Statistics

Robots

Covariance matrix

Data storage equipment

Planning

Maximum likelihood

Costs

Polynomials

Motion planning

Linear regression

Mobile robots

Geometry