Miikkulainen, Risto

46 publications

ICLR 2024 NeuroBack: Improving CDCL SAT Solving Using Graph Neural Networks Wenxi Wang, Yang Hu, Mohit Tiwari, Sarfraz Khurshid, Kenneth McMillan, Risto Miikkulainen

NeurIPS 2024 Semantic Density: Uncertainty Quantification for Large Language Models Through Confidence Measurement in Semantic Space Xin Qiu, Risto Miikkulainen

NeurIPS 2024 Unlocking the Potential of Global Human Expertise Elliot Meyerson, Olivier Francon, Darren Sargent, Babak Hodjat, Risto Miikkulainen

AAAI 2023 AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks Garrett Bingham, Risto Miikkulainen

NeurIPS 2023 Efficient Activation Function Optimization Through Surrogate Modeling Garrett Bingham, Risto Miikkulainen

ICML 2023 Shortest Edit Path Crossover: A Theory-Driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search Xin Qiu, Risto Miikkulainen

AAAI 2022 Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model Xin Qiu, Risto Miikkulainen

ICLR 2021 The Traveling Observer Model: Multi-Task Learning Through Spatial Variable Embeddings Elliot Meyerson, Risto Miikkulainen

ICLR 2020 Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel Xin Qiu, Elliot Meyerson, Risto Miikkulainen

AAAI 2019 Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms Xin Qiu, Risto Miikkulainen

NeurIPS 2019 Modular Universal Reparameterization: Deep Multi-Task Learning Across Diverse Domains Elliot Meyerson, Risto Miikkulainen

ICLR 2018 Beyond Shared Hierarchies: Deep Multitask Learning Through Soft Layer Ordering Elliot Meyerson, Risto Miikkulainen

ICML 2018 Pseudo-Task Augmentation: From Deep Multitask Learning to Intratask Sharing—and Back Elliot Meyerson, Risto Miikkulainen

AAAI 2018 Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ryan Rapp, Sam Nazari, Patrick McGrath, Cory Schoolland, Elyas Achkar, Myles Brundage, Jeremy Miller, Jonathan Epstein, Gurmeet Lamba

AAAI 2016 Reuse of Neural Modules for General Video Game Playing Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen

JMLR 2013 Using Symmetry and Evolutionary Search to Minimize Sorting Networks Vinod K. Valsalam, Risto Miikkulainen

AAAI 2010 Latent Class Models for Algorithm Portfolio Methods Bryan Silverthorn, Risto Miikkulainen

JMLR 2008 Accelerated Neural Evolution Through Cooperatively Coevolved Synapses Faustino Gomez, Jürgen Schmidhuber, Risto Miikkulainen

ICML 2008 Online Kernel Selection for Bayesian Reinforcement Learning Joseph Reisinger, Peter Stone, Risto Miikkulainen

AAAI 2007 Acquiring Visibly Intelligent Behavior with Example-Guided Neuroevolution Bobby D. Bryant, Risto Miikkulainen

ECML-PKDD 2006 Efficient Non-Linear Control Through Neuroevolution Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen

AAAI 2006 Real-Time Evolution of Neural Networks in the NERO Video Game Kenneth O. Stanley, Bobby D. Bryant, Igor Karpov, Risto Miikkulainen

AAAI 2006 Real-Time Interactive Learning in the NERO Video Game Kenneth O. Stanley, Igor Karpov, Risto Miikkulainen, Aliza Gold

MLJ 2005 Evolving Soccer Keepaway Players Through Task Decomposition Shimon Whiteson, Nate Kohl, Risto Miikkulainen, Peter Stone

JAIR 2004 Competitive Coevolution Through Evolutionary Complexification Kenneth O. Stanley, Risto Miikkulainen

NeCo 2003 Learning Innate Face Preferences James A. Bednar, Risto Miikkulainen

ICML 2003 Utilizing Domain Knowledge in Neuroevolution James Fan, Raymond Lau, Risto Miikkulainen

AAAI 2000 A Self-Organizing Neural Network for Contour Integration Through Synchronized Firing Yoonsuck Choe, Risto Miikkulainen

AAAI 2000 Self-Organization of Innate Face Preferences: Could Genetics Be Expressed Through Learning? James A. Bednar, Risto Miikkulainen

NeCo 2000 Tilt Aftereffects in a Self-Organizing Model of the Primary Visual Cortex James A. Bednar, Risto Miikkulainen

IJCAI 1999 Confidence Based Dual Reinforcement Q-Routing: An Adaptive Online Network Routing Algorithm Shailesh Kumar, Risto Miikkulainen

IJCAI 1999 SARDSRN: A Neural Network Shift-Reduce Parser Marshall R. Mayberry, Risto Miikkulainen

IJCAI 1999 Solving Non-Markovian Control Tasks with Neuro-Evolution Faustino J. Gomez, Risto Miikkulainen

NeurIPS 1997 Intrusion Detection with Neural Networks Jake Ryan, Meng-Jang Lin, Risto Miikkulainen

IJCAI 1997 Self-Organization and Segmentation with Laterally Connected Spiking Neurons Yoonsuck Choe, Risto Miikkulainen

NeCo 1997 Topographic Receptive Fields and Patterned Lateral Interaction in a Self-Organizing Model of the Primary Visual Cortex Joseph Sirosh, Risto Miikkulainen

MLJ 1996 Efficient Reinforcement Learning Through Symbiotic Evolution David E. Moriarty, Risto Miikkulainen

ICML 1996 On-Line Adaptation of a Signal Predistorter Through Dual Reinforcement Learning Patrick Goetz, Shailesh Kumar, Risto Miikkulainen

ICML 1995 Efficient Learning from Delayed Rewards Through Symbiotic Evolution David E. Moriarty, Risto Miikkulainen

NeurIPS 1995 Laterally Interconnected Self-Organizing Maps in Hand-Written Digit Recognition Yoonsuck Choe, Joseph Sirosh, Risto Miikkulainen

ICML 1995 Visualizing High-Dimensional Structure with the Incremental Grid Growing Neural Network Justine Blackmore, Risto Miikkulainen

AAAI 1994 Evolving Neural Networks to Focus Minimax Search David E. Moriarty, Risto Miikkulainen

NeurIPS 1994 Ocular Dominance and Patterned Lateral Connections in a Self-Organizing Model of the Primary Visual Cortex Joseph Sirosh, Risto Miikkulainen

AAAI 1994 Parsing Embedded Clauses with Distributed Neural Networks Risto Miikkulainen, Dennis Bijwaard

NeurIPS 1994 SARDNET: A Self-Organizing Feature mAP for Sequences Daniel L. James, Risto Miikkulainen

AAAI 1994 The Capacity of Convergence-Zone Episodic Memory Mark Moll, Risto Miikkulainen, Jonathan Abbey