Inventor

MIIKKULAINEN RISTO

US39 patents

⚠️ This page may combine multiple inventors who share the name “MIIKKULAINEN RISTO”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.

MIIKKULAINEN RISTO

COGNIZANT TECH SOLUTIONS U S CORPORATION

Data mining technique with distributed novelty search

Evolutionary architectures for evolution of deep neural networks

Evolving recurrent networks using genetic programming

System and method for pseudo-task augmentation in deep multitask learning

Enhanced optimization with composite objectives and novelty-diversity selection

Beyond shared hierarchies: deep multitask learning through soft layer ordering

Behavior dominated search in evolutionary search systems

System and method for loss function metalearning for faster, more accurate training, and smaller datasets

Process and system including an optimization engine with evolutionary surrogate-assisted prescriptions

Evolution of deep neural network structures

Cooperative evolution of deep neural network structures

Evolution of architectures for multitask neural networks

Enhancing evolutionary optimization in uncertain environments by allocating evaluations via multi-armed bandit algorithms

Data mining technique with distributed novelty search

Enhancing evolutionary optimization in uncertain environments by allocating evaluations via multi-armed bandit algorithms

System and method for implementing modular universal reparameterization for deep multi-task learning across diverse domains

Method and system for finding a solution to a provided problem by selecting a winner in evolutionary optimization of a genetic algorithm

Loss function optimization using Taylor series expansion

Quantifying the predictive uncertainty of neural networks via residual estimation with I/O kernel

Asynchronous evaluation strategy for evolution of deep neural networks

System and method for generating improved prescriptors

Multiobjective coevolution of deep neural network architectures

Framework for interactive exploration, evaluation, and improvement of AI-generated solutions

System and method for evolved data augmentation and selection

Generative adversarial network optimization

System and method for generating parametric activation functions

EVOLV TECH SOLUTIONS INC

Machine learning based webinterface production and deployment system

Webinterface generation and testing using artificial neural networks

Webinterface production and deployment using artificial neural networks

Machine learning based webinterface generation and testing system

Data object creation and recommendation using machine learning based online evolution

Data object creation and recommendation using machine learning based offline evolution

Presentation module for webinterface production and deployment system

Webinterface generation and testing using artificial neural networks

Webinterface presentation using artificial neural networks

RECARE INC

Systems and methods for adaptive medical decision support

COGNIZANT TECH SOLUTIONS US CORPORATION

Behavior dominated search in evolutionary search systems

UNIV TEXAS

Method and apparatus for providing real-time machine learning to computer-controlled agents used in video games

COGNIZANT TECH SOLUTIONS U S CORP

Enhanced optimization with composite objectives and novelty pulsation