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Fern, Alan
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Weakly Supervised Learning for Activity Recognition from Time Series Data
Usable and Scalable Querying of Scientific Datasets
Uncertainty in Deep Learning with Implicit Neural Networks
Toward Disentangling the Activations of the Deep Networks via Low-dimensional Embeddin...
Toward Automated Decision-Making in Power Systems Wide-Area Protection
Theory and Implementation of a Variational Database Management System
The density signature
Structured learning with latent variables : theory and algorithms
Statistical Properties and Guarantees for Certain Anomaly Detection Relevant Problems
Sensorless Localization for Robots and Wheelchairs
Semantic embodied navigation : developing agents that navigate from language and vision
Scaling multiagent reinforcement learning
Robust and Efficient Classification of Videos in the Wild
Revenue-based spectrum management via Markov decision process
Representationally Robust and Scalable Learning over Relational Databases
Recognizing human group activities in video through mining optimal features
Rare category detection using hierarchical mean shift
Protocol design and optimization for wireless networks
Protein secondary structure prediction using conditional random fields and profiles
Probabilities of voting paradoxes with three candidates
Probabilistic models for quality control in environmental sensor networks
Principles of Variational Databases
Predicting activity type from accelerometer data
Planning in multi-agent partially observable domains using sparse sampling
Part-based and Uncertainty-Aware Few-shot Object Segmentation in Images
Parsing with Recurrent Neural Networks
Open Set Learning with Counterfactual Images
Object detection in biological images using a search-based framework
Network Coding, Random Matrices, and Their Applications to Communication Systems
Network coding for multi-user wireless networks
Navigation and coordination of autonomous mobile robots with limited resources
Multiagent learning for locomotion and coordination in tensegrity robotics
Monte Carlo Counterfactual Regret Minimization applied to Clue
Mixing time for a 3-cycle interacting particle system : a coupling approach
Methods for Detection and Recovery of Out-of-Distribution Examples
Machine learning for improving the quality of citizen science data
Listing as a Potential Connection between Sets of Outcomes and Counting Processes
Learning to Estimate Multi-Relation Aggregation Functions
Learning multiple non-redundant codebooks with word clustering for document classifica...
Learning MDP action models via discrete mixture trees
Interactive player tracking for videos in American football
Incorporating labeled features into image classification using generalized expectation
Improving automated email tagging with implicit feedback
Image features and learning algorithms for biological, generic and social object recog...
Hierarchical structure discovery and transfer in sequential decision problems
Hierarchical graphical models for activity recognition in videos
Generative Models Meet Explainable AI and Long-Tail Learning: from Attribution Maps to...
From shape-based object recognition and discovery to 3D scene interpretation
From multitarget tracking to event recognition in videos
Fine-Grained Object Recognition Under Limited Training Data
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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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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
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Committee Members
»
Creator
Amer, Mohamed R.
2
Ataei, Parisa S.
2
Khorram, Saeed
2
Knudson, Matthew D.
2
Nguyen Huu, Duong
2
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Creators
»
Contributor
Li, Fuxin
4
Termehchy, Arash
3
Burton, Michael
2
Fern, Alan
2
Ghadakchi, Vahid
2
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Contributors
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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
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Degree Fields
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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
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Subjects
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