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Fern, Alan
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Sensorless Localization for Robots and Wheelchairs
Evaluating social media attention interventions
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
Decentralized Multi-Robot Exploration with Sparse Communication through Deep Imitation...
Agile Bipedal Locomotion via Hierarchical Control by Incorporating Physical Principles...
Detecting Anomalies in Object Appearance and Motion Dynamics
Agile Bipedal Maneuvers Optimized then Learned from Single Rigid-Body Model Dynamics
Deep Learning for Human and Biological Languages
Deep Convolutional Network on Point Clouds for 3D Scene Understanding
Collaborative Online Learning For Join Processing
Customizable Visual Traces for Program Explanations
Learning to Estimate Multi-Relation Aggregation Functions
Efficient Algorithms for Robust Spatiotemporal Data Analysis
Adaptive Movement Intent Decoding for Intuitive Control of Neuroprostheses
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
Action Selection for Heterologous Control of a Continuous-Output Myoelectric Prosthesis
Statistical Properties and Guarantees for Certain Anomaly Detection Relevant Problems
Monte Carlo Counterfactual Regret Minimization applied to Clue
Anomaly Detection and Probabilistic Diagnosis for Automated Data Quality Control
Toward Disentangling the Activations of the Deep Networks via Low-dimensional Embeddin...
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
Counterfactual States for Atari Agents via Generative Deep Learning
Open Set Learning with Counterfactual Images
Methods for Detection and Recovery of Out-of-Distribution Examples
Principles of Variational Databases
A Deep Action Segmentation and Its Explanation with a Dictionary of Meaningful Attenti...
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
Listing as a Potential Connection between Sets of Outcomes and Counting Processes
Improving automated email tagging with implicit feedback
Toward Automated Decision-Making in Power Systems Wide-Area Protection
Efficient Incremental Panorama Reconstruction from Multiple Videos
Probabilities of voting paradoxes with three candidates
Interactive player tracking for videos in American football
The density signature
Hierarchical graphical models for activity recognition in videos
Object detection in biological images using a search-based framework
Multiagent learning for locomotion and coordination in tensegrity robotics
Machine learning for improving the quality of citizen science data
Incorporating labeled features into image classification using generalized expectation
Revenue-based spectrum management via Markov decision process
Fast queuing policies via convex relaxation
Adaptation-based programming
Bayesian optimization with empirical constraints
Predicting activity type from accelerometer data
Probabilistic models for quality control in environmental sensor networks
Analysis of bio-based composites for image segmentation with the aid of games
Enhancing macrocell downlink performance through femtocell user cooperation
Hierarchical structure discovery and transfer in sequential decision problems
Recognizing human group activities in video through mining optimal features
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
Learning multiple non-redundant codebooks with word clustering for document classifica...
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
Rare category detection using hierarchical mean shift
Computing entropy for Z²-actions
Learning MDP action models via discrete mixture trees
Applying hierarchical and adaptive control to coordinating simple robots
Effective decision-theoretic assistance through relational hierarchical models
Mixing time for a 3-cycle interacting particle system : a coupling approach
Protein secondary structure prediction using conditional random fields and profiles
Planning in multi-agent partially observable domains using sparse sampling
A tool for visualizing sequence alignments and associating annotations
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Academic Affiliation
Electrical Engineering and Computer Science
74
Mathematics
5
Mechanical, Industrial, and Manufacturing Engineering
5
School of Engineering
1
Statistics
1
Advisor
Todorovic, Sinisa
13
Dietterich, Thomas G.
10
Wong, Weng Keen
8
Li, Fuxin
7
Tadepalli, Prasad
7
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Advisors
»
Commencement Year
Commencement Year range begin
–
Commencement Year range end
Current results range from
2005
to
2024
View distribution
Committee Member
Fern, Alan
[remove]
86
Tadepalli, Prasad
18
Wong, Weng-Keen
10
Li, Fuxin
9
Dietterich, Thomas
8
more
Committee Members
»
Creator
Amer, Mohamed R.
2
Ataei, Parisa S.
2
Khorram, Saeed
2
Knudson, Matthew D.
2
Nguyen Huu, Duong
2
more
Creators
»
Contributor
Li, Fuxin
4
Termehchy, Arash
3
Burton, Michael
2
Fern, Alan
2
Ghadakchi, Vahid
2
more
Contributors
»
Date
Date range begin
–
Date range end
Current results range from
2004
to
2024
View distribution
Decade
2020-2029
26
2010-2019
42
2000-2009
18
Degree Field
Computer Science
63
Electrical and Computer Engineering
11
Mathematics
5
Mechanical Engineering
3
Robotics
3
more
Degree Fields
»
Degree Level
Doctoral
48
Master's
35
Bachelor's
3
Degree Name
Doctor of Philosophy (Ph.D.)
48
Master of Science (M.S.)
35
Honors Bachelor of Science (H.B.S.)
3
File Format
application/pdf
5
Language
English [eng]
86
License
All rights reserved
81
Non-Academic Affiliation
Oregon State University. Graduate School
48
Oregon State University. Honors College
3
Oregon State University. Collaborative Robotics and Intelligent Systems (CoRIS) Institute
1
Peer Reviewed
No
84
Resource Type
Dissertation
48
Masters Thesis
31
Capstone Project
4
Honors College Thesis
3
Rights Statement
In Copyright
86
Subject
Machine learning
11
Computer vision
6
Reinforcement learning
4
Anomaly detection (Computer security)
2
Artificial intelligence -- Mathematical models
2
more
Subjects
»