Isaac J. Sledge

Orcid: 0000-0002-7755-5886

According to our database1, Isaac J. Sledge authored at least 31 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery.
CoRR, 2024

2023
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

2022
Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Adapting the Exploration Rate for Value-of-Information-Based Reinforcement Learning.
CoRR, 2022

2021
Estimating Rényi's α-Cross-Entropies in a Matrix-Based Way.
CoRR, 2021

External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery.
CoRR, 2021

An Information-Theoretic Approach for Automatically Determining the Number of States when Aggregating Markov Chains.
CoRR, 2021

Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders.
CoRR, 2021

2020
An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations.
IEEE Trans. Neural Networks Learn. Syst., 2020

Regularized Training of Convolutional Autoencoders using the Rényi-Stratonovich Value of Information.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Analysis of Agent Expertise in Ms. Pac-Man Using Value-of-Information-Based Policies.
IEEE Trans. Games, 2019

Reduction of Markov Chains Using a Value-of-Information-Based Approach.
Entropy, 2019

An Information-theoretic Approach for Automatically Determining the Number of State Groups When Aggregating Markov Chains.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Differential-geometric Approach for Globally Solving a Non-convex, Discontinuous Depth Estimation Problem for Plenoptic Camera Images.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion.
IEEE Trans. Neural Networks Learn. Syst., 2018

An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits.
Entropy, 2018

Kernelized Q-Learning for Large-Scale, Potentially Continuous, Markov Decision Processes.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Partitioning Relational Matrices of Similarities or Dissimilarities Using the Value of Information.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Using the Value of Information to Explore Stochastic, Discrete Multi-Armed Bandits.
CoRR, 2017

Balancing exploration and exploitation in reinforcement learning using a value of information criterion.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2014
An Empirical Reduced Modeling Approach for Mobile, Distributed Sensor Platform Networks.
Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014

2011
Conflation of Vector Buildings With Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

2010
Relational Duals of Cluster-Validity Functions for the c -Means Family.
IEEE Trans. Fuzzy Syst., 2010

Relational Generalizations of Cluster Validity Indices.
IEEE Trans. Fuzzy Syst., 2010

A projection transform for non-Euclidean relational clustering.
Proceedings of the International Joint Conference on Neural Networks, 2010

A relational dual of the fuzzy possibilistic c-means algorithm.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Finding the number of clusters in ordered dissimilarities.
Soft Comput., 2009

Mapping natural language to imagery: Placing objects intelligently.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
Growing neural gas for temporal clustering.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

(Automatic) Cluster Count Extraction from Unlabeled Data Sets.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Temporal Activity Analysis.
Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008


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