Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering
Risto Miikkulainen , Elliot Meyerson
arXiv: Learning
3
2017
Evolutionary Architecture Search For Deep Multitask Networks
Risto Miikkulainen , Elliot Meyerson , Jason Liang
arXiv: Neural and Evolutionary Computing
118
2018
DMVP: Foremost Waypoint Coverage of Time-Varying Graphs
Danny Krizanc , Eric Aaron , Elliot Meyerson
arXiv: Computational Complexity
7
2014
Discovering Evolutionary Stepping Stones through Behavior Domination
Risto Miikkulainen , Elliot Meyerson
arXiv: Neural and Evolutionary Computing
2017
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back
Risto Miikkulainen , Elliot Meyerson
international conference on machine learning 3508 -3517
48
2018
Reuse of neural modules for general video game playing
Risto Miikkulainen , Mark Hollenbeck , Alexander Braylan , Elliot Meyerson
national conference on artificial intelligence 353 -359
5
2016
Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains
Risto Miikkulainen , Elliot Meyerson
neural information processing systems 32 7903 -7914
26
2019
Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel
Risto Miikkulainen , Xin Qiu , Elliot Meyerson
international conference on learning representations
42
2020
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription
Risto Miikkulainen , Hormoz Shahrzad , Xin Qiu , Elliot Meyerson
arXiv: Neural and Evolutionary Computing
17
2020
From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic.
Risto Miikkulainen , Elisa Canzani , Xin Qiu , Elliot Meyerson
arXiv: Neural and Evolutionary Computing
5
2020
The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings
Risto Miikkulainen , Elliot Meyerson
international conference on learning representations
5
2021
From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic
Risto Miikkulainen , Elisa Canzani , Xin Qiu , Elliot Meyerson
IEEE Transactions on Evolutionary Computation 25 ( 2) 386 -401
24
2021
Evolution is the new deep learning
Risto Miikkulainen , Babak Hodjat , Xin Qiu , Jason Liang
ACM Sigevolution 11 ( 1) 3 -7
2018
Flavor-cyber-agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling
Arielle J. Johnson , Elliot Meyerson , John de la Parra , Timothy L. Savas
PLOS ONE 14 ( 4)
17
2019
Multi-Robot Foremost Coverage of Time-Varying Graphs
Eric Aaron , Danny Krizanc , Elliot Meyerson
algorithmic aspects of wireless sensor networks 22 -38
6
2014
Evolutionary neural AutoML for deep learning
Jason Liang , Elliot Meyerson , Babak Hodjat , Dan Fink
genetic and evolutionary computation conference 401 -409
80
2019
Learning Behavior Characterizations for Novelty Search
Elliot Meyerson , Joel Lehman , Risto Miikkulainen
genetic and evolutionary computation conference 149 -156
47
2016
Language Model Crossover: Variation through Few-Shot Prompting
Elliot Meyerson , Mark J Nelson , Herbie Bradley , Adam Gaier
arXiv preprint arXiv:2302.12170
2023
Simple genetic operators are universal approximators of probability distributions (and other advantages of expressive encodings)
Elliot Meyerson , Xin Qiu , Risto Miikkulainen
Smpte Journal 739 -748
3
2022
Probing chromatin accessibility with small molecule DNA intercalation and nanopore sequencing
Gali Bai , Namrita Dhillon , Colette Felton , Brett Meissner
bioRxiv
2024