Isaac J. Sledge

37 papers B 6Misc 4Journal 24Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery. CoRR Isaac J. Sledge, Dominic M. Byrne, Jonathan L. King, Steven H. Ostertag, Denton L. Woods, James L. Prater, Jermaine L. Kennedy, Timothy M. Marston, José C. Príncipe
2023	J	`jnl`	Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations. IEEE Trans. Neural Networks Learn. Syst. Isaac J. Sledge, José C. Príncipe
2022	J	`jnl`	Adapting the Exploration Rate for Value-of-Information-Based Reinforcement Learning. CoRR Isaac J. Sledge, José C. Príncipe
2022	J	`jnl`	Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning. IEEE Trans. Emerg. Top. Comput. Intell. Isaac J. Sledge, Darshan W. Bryner, José C. Príncipe
2021	J	`jnl`	An Information-Theoretic Approach for Automatically Determining the Number of States when Aggregating Markov Chains. CoRR Isaac J. Sledge, José C. Príncipe
2021	J	`jnl`	Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning. CoRR Isaac J. Sledge, Darshan W. Bryner, José C. Príncipe
2021	J	`jnl`	Estimating Rényi's α-Cross-Entropies in a Matrix-Based Way. CoRR Isaac J. Sledge, José C. Príncipe
2021	J	`jnl`	External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery. CoRR Isaac J. Sledge, Christopher D. Toole, Joseph A. Maestri, José C. Príncipe
2021	J	`jnl`	Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations. CoRR Isaac J. Sledge, José C. Príncipe
2021	J	`jnl`	Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders. CoRR Isaac J. Sledge, Matthew S. Emigh, Jonathan L. King, Denton L. Woods, J. Tory Cobb, José C. Príncipe
2020	J	`jnl`	An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations. IEEE Trans. Neural Networks Learn. Syst. Isaac J. Sledge, José C. Príncipe
2020	B	`conf`	Regularized Training of Convolutional Autoencoders using the Rényi-Stratonovich Value of Information. IJCNN Isaac J. Sledge, José C. Príncipe
2019	Misc	`conf`	A Differential-geometric Approach for Globally Solving a Non-convex, Discontinuous Depth Estimation Problem for Plenoptic Camera Images. ICASSP Isaac J. Sledge, José C. Príncipe
2019	J	`jnl`	An Exact Reformulation of Feature-Vector-based Radial-Basis-Function Networks for Graph-based Observations. CoRR Isaac J. Sledge, José C. Príncipe
2019	Misc	`conf`	An Information-theoretic Approach for Automatically Determining the Number of State Groups When Aggregating Markov Chains. ICASSP Isaac J. Sledge, José C. Príncipe
2019	J	`jnl`	Reduction of Markov Chains Using a Value-of-Information-Based Approach. Entropy Isaac J. Sledge, José C. Príncipe
2019	J	`jnl`	Reduction of Markov Chains using a Value-of-Information-Based Approach. CoRR Isaac J. Sledge, José C. Príncipe
2018	J	`jnl`	An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits. Entropy Isaac J. Sledge, José C. Príncipe
2018	J	`jnl`	Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. IEEE Trans. Neural Networks Learn. Syst. Isaac J. Sledge, Matthew S. Emigh, José C. Príncipe
2018	J	`jnl`	Guided Policy Exploration for Markov Decision Processes using an Uncertainty-Based Value-of-Information Criterion. CoRR Isaac J. Sledge, Matthew S. Emigh, José C. Príncipe
2018	B	`conf`	Kernelized Q-Learning for Large-Scale, Potentially Continuous, Markov Decision Processes. IJCNN Isaac J. Sledge, José C. Príncipe
2018	Misc	`conf`	Partitioning Relational Matrices of Similarities or Dissimilarities Using the Value of Information. ICASSP Isaac J. Sledge, José C. Príncipe
2017	J	`jnl`	Analysis of Agent Expertise in Ms. Pac-Man using Value-of-Information-based Policies. CoRR Isaac J. Sledge, José C. Príncipe
2017	Misc	`conf`	Balancing exploration and exploitation in reinforcement learning using a value of information criterion. ICASSP Isaac J. Sledge, José C. Príncipe
2017	J	`jnl`	Partitioning Relational Matrices of Similarities or Dissimilarities using the Value of Information. CoRR Isaac J. Sledge, José C. Príncipe
2017	J	`jnl`	Using the Value of Information to Explore Stochastic, Discrete Multi-Armed Bandits. CoRR Isaac J. Sledge, José C. Príncipe
2014	—	`conf`	An Empirical Reduced Modeling Approach for Mobile, Distributed Sensor Platform Networks. DyDESS Isaac J. Sledge, Liqian Peng, Kamran Mohseni
2011	J	`jnl`	Conflation of Vector Buildings With Imagery. IEEE Geosci. Remote. Sens. Lett. Isaac J. Sledge, James M. Keller, Wenbo Song, Curt H. Davis
2010	B	`conf`	A projection transform for non-Euclidean relational clustering. IJCNN Isaac J. Sledge
2010	B	`conf`	A relational dual of the fuzzy possibilistic c-means algorithm. FUZZ-IEEE Isaac J. Sledge, James C. Bezdek, Timothy C. Havens, James M. Keller
2010	J	`jnl`	Relational Duals of Cluster-Validity Functions for the c -Means Family. IEEE Trans. Fuzzy Syst. Isaac J. Sledge, Timothy C. Havens, James C. Bezdek, James M. Keller
2010	J	`jnl`	Relational Generalizations of Cluster Validity Indices. IEEE Trans. Fuzzy Syst. Isaac J. Sledge, James C. Bezdek, Timothy C. Havens, James M. Keller
2009	J	`jnl`	Finding the number of clusters in ordered dissimilarities. Soft Comput. Isaac J. Sledge, Timothy C. Havens, Jacalyn M. Huband, James C. Bezdek, James M. Keller
2009	B	`conf`	Mapping natural language to imagery: Placing objects intelligently. FUZZ-IEEE Isaac J. Sledge, James M. Keller
2008	—	`conf`	(Automatic) Cluster Count Extraction from Unlabeled Data Sets. FSKD (1) Isaac J. Sledge, Jacalyn M. Huband, James C. Bezdek
2008	B	`conf`	Growing neural gas for temporal clustering. ICPR Isaac J. Sledge, James M. Keller
2008	—	`conf`	Temporal Activity Analysis. AAAI Fall Symposium: AI in Eldercare: New Solutions to Old Problems Isaac J. Sledge, James M. Keller, Timothy C. Havens, Gregory L. Alexander, Marge Skubic