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Committee Member
Fern, Alan
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Degree Level
Doctoral
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Semantic embodied navigation : developing agents that navigate from language and vision
Automatic Explanations of Computation Results with Value Decompositions and Dominating...
Generative Models Meet Explainable AI and Long-Tail Learning: from Attribution Maps to...
Characterizing and Addressing Dataset Shift with Deep Learning
Agile Bipedal Locomotion via Hierarchical Control by Incorporating Physical Principles...
Deep Learning for Human and Biological Languages
Deep Convolutional Network on Point Clouds for 3D Scene Understanding
Efficient Algorithms for Robust Spatiotemporal Data Analysis
Uncertainty in Deep Learning with Implicit Neural Networks
Theory and Implementation of a Variational Database Management System
Part-based and Uncertainty-Aware Few-shot Object Segmentation in Images
Action Segmentation with Limited Supervision
Statistical Properties and Guarantees for Certain Anomaly Detection Relevant Problems
Anomaly Detection and Probabilistic Diagnosis for Automated Data Quality Control
Active Learning from Examples, Queries and Explanations
Usable and Scalable Querying of Scientific Datasets
Representationally Robust and Scalable Learning over Relational Databases
Data-Driven Approaches For Decoding Volitional Movement Intent From Bioelectrical Signals
Fine-Grained Object Recognition Under Limited Training Data
Weakly Supervised Learning for Activity Recognition from Time Series Data
Structured learning with latent variables : theory and algorithms
Domain-Independent Planning for Markov Decision Processes with Factored State and Acti...
Parsing with Recurrent Neural Networks
Robust and Efficient Classification of Videos in the Wild
Enhancing Search-Based Techniques with Information Control Dependencies
Network Coding, Random Matrices, and Their Applications to Communication Systems
Improving automated email tagging with implicit feedback
The density signature
Hierarchical graphical models for activity recognition in videos
Multiagent learning for locomotion and coordination in tensegrity robotics
Machine learning for improving the quality of citizen science data
Adaptation-based programming
Bayesian optimization with empirical constraints
Probabilistic models for quality control in environmental sensor networks
Hierarchical structure discovery and transfer in sequential decision problems
From shape-based object recognition and discovery to 3D scene interpretation
From multitarget tracking to event recognition in videos
Protocol design and optimization for wireless networks
Scaling multiagent reinforcement learning
Navigation and coordination of autonomous mobile robots with limited resources
Applying machine learning for prediction, recommendation, and integration
Efficient training and feature induction in sequential supervised learning
Network coding for multi-user wireless networks
Activity recognition in desktop environments
Image features and learning algorithms for biological, generic and social object recog...
Behavior graphs for data-driven animation of 3d characters
Computing entropy for Z²-actions
Effective decision-theoretic assistance through relational hierarchical models
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Academic Affiliation
Electrical Engineering and Computer Science
44
Mechanical, Industrial, and Manufacturing Engineering
3
Mathematics
1
Statistics
1
Advisor
Dietterich, Thomas G.
8
Todorovic, Sinisa
7
Tadepalli, Prasad
5
Wong, Weng Keen
4
Huang, Liang
3
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Commencement Year
Commencement Year range begin
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Commencement Year range end
Current results range from
2008
to
2024
View distribution
Committee Member
Fern, Alan
[remove]
48
Tadepalli, Prasad
14
Wong, Weng-Keen
8
Dietterich, Thomas
7
Li, Fuxin
7
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Committee Members
»
Creator
Aburas, Ali
1
Amer, Mohamed R.
1
Ataei, Parisa S.
1
Azimi, Javad
1
Bao, Xinlong
1
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Creators
»
Contributor
Anirudh, Rushil
1
Batke, Ryan
1
Bremer, Peer Timo
1
Dao, Jeremy
1
Dietterich, Thomas G.
1
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Contributors
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Date
Date range begin
–
Date range end
Current results range from
2007
to
2023
View distribution
Decade
2020-2029
14
2010-2019
24
2000-2009
10
Degree Field
Computer Science
38
Electrical and Computer Engineering
5
Mechanical Engineering
2
Artificial Intelligence
1
Electrical and Computer Science
1
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Degree Fields
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Degree Level
Doctoral
[remove]
48
Degree Name
Doctor of Philosophy (Ph.D.)
48
File Format
application/pdf
1
Language
English [eng]
48
License
All rights reserved
47
Non-Academic Affiliation
Oregon State University. Graduate School
29
Oregon State University. Collaborative Robotics and Intelligent Systems (CoRIS) Institute
1
Peer Reviewed
No
48
Resource Type
Dissertation
48
Rights Statement
In Copyright
48
Subject
Machine learning
7
Reinforcement learning
4
Computer vision
3
Coding theory
2
Computer vision -- Mathematical models
2
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