Follow

Dissertations from 2020

PDF

Noise-Aware Inference for Differential Privacy, Garrett Bernstein, Computer Science

PDF

Motion Segmentation - Segmentation of Independently Moving Objects in Video, Pia Katalin Bideau, Computer Science

PDF

An Empirical Assessment of the Effectiveness of Deception for Cyber Defense, Kimberly J. Ferguson-Walter, Computer Science

PDF

Integrating Recognition and Decision Making to Close the Interaction Loop for Autonomous Systems, Richard Freedman, Computer Science

PDF

Improving Reinforcement Learning Techniques by Leveraging Prior Experience, Francisco M. Garcia, Computer Science

PDF

Optimization and Training of Generational Garbage Collectors, Nicholas Jacek, Computer Science

PDF

Improving Face Clustering in Videos, SouYoung Jin, Computer Science

PDF

Learning Latent Characteristics of Data and Models using Item Response Theory, John P. Lalor, Computer Science

PDF

Higher-Order Representations for Visual Recognition, Tsung-Yu Lin, Computer Science

PDF

Learning from Irregularly-Sampled Time Series, Steven Cheng-Xian Li, Computer Science

PDF

Dynamic Composition of Functions for Modular Learning, Clemens GB Rosenbaum, Computer Science

PDF

Improving Visual Recognition With Unlabeled Data, Aruni Roy Chowdhury, Computer Science

PDF

Deep Neural Networks for 3D Processing and High-Dimensional Filtering, Hang Su, Computer Science

PDF

Towards Optimized Traffic Provisioning and Adaptive Cache Management for Content Delivery, Aditya Sundarrajan, Computer Science

PDF

The Limits of Location Privacy in Mobile Devices, Keen Yuun Sung, Computer Science

PDF

Probabilistic Inference with Generating Functions for Population Dynamics of Unmarked Individuals, Kevin Winner, Computer Science

PDF

Computational Approaches to Assisting Patients' Medical Comprehension from Electronic Health Records, Jiaping Zheng, Computer Science

Dissertations from 2019

PDF

Neural Generative Models and Representation Learning for Information Retrieval, Qingyao Ai, Computer Science

PDF

Poetry: Identification, Entity Recognition, and Retrieval, John J. Foley IV, Computer Science

PDF

FROM OPTIMIZATION TO EQUILIBRATION: UNDERSTANDING AN EMERGING PARADIGM IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING, Ian Gemp, Computer Science

PDF

Energy-Aware Algorithms for Greening Internet-Scale Distributed Systems Using Renewables, Vani Gupta, Computer Science

PDF

Scalable Data-driven Modeling and Analytics for Smart Buildings, Srinivasan Iyengar, Computer Science

PDF

PROBABILISTIC MODELS FOR IDENTIFYING AND EXPLAINING CONTROVERSY, Myungha Jang, Computer Science

PDF

Game-Assisted Rehabilitation for Post-Stroke Survivors, Hee-Tae Jung, Computer Science

PDF

Hierarchical Belief Spaces for Autonomous Mobile Manipulation, Michael W. Lanighan, Computer Science

PDF

Software-Defined Infrastructure for IoT-based Energy Systems, Stephen Lee, Computer Science

PDF

Tools for Tutoring Theoretical Computer Science Topics, Mark McCartin-Lim, Computer Science

PDF

DATA-DRIVEN APPROACH TO IMAGE CLASSIFICATION, Venkatesh NarasimhaMurthy, Computer Science

PDF

MACHINE LEARNING METHODS FOR PERSONALIZED HEALTH MONITORING USING WEARABLE SENSORS, Annamalai Natarajan, Computer Science

PDF

Efficient Probabilistic Reasoning Using Partial State-Space Exploration, Luis Pineda, Computer Science

PDF

Allocative Poisson Factorization for Computational Social Science, Aaron Schein, Computer Science

PDF

Machine Learning Models for Efficient and Robust Natural Language Processing, Emma Strubell, Computer Science

PDF

Learning with Aggregate Data, TAO SUN, Computer Science

PDF

Efficient Self-supervised Deep Sensorimotor Learning in Robotics, Takeshi Takahashi, Computer Science

PDF

Modeling Temporal Structures in Time-varying Networks, Kun Tu, Computer Science

PDF

Extracting and Representing Entities, Types, and Relations, Patrick Verga, Computer Science

PDF

Massive Graph Analysis in the Data Stream Model, Sofya Vorotnikova, Computer Science

PDF

Improving and understanding data quality in large-scale data systems, Xiaolan Wang, Computer Science

PDF

Abstractions in Reasoning for Long-Term Autonomy, Kyle Hollins Wray, Computer Science

PDF

Response Retrieval in Information-seeking Conversations, Liu Yang, Computer Science

PDF

Neural Models for Information Retrieval without Labeled Data, Hamed Zamani, Computer Science

Dissertations from 2017

PDF

Method for Enabling Causal Inference in Relational Domains, David Arbour, Computer Science

PDF

Problems in Graph-Structured Modeling and Learning, James Atwood, Computer Science

PDF

Spreadsheet Tools for Data Analysts, Daniel W. Barowy, Computer Science

PDF

Deep Energy-Based Models for Structured Prediction, David Belanger, Computer Science

PDF

Graph Construction for Manifold Discovery, CJ Carey, Computer Science

PDF

Automatic Derivation of Requirements for Components Used in Human-Intensive Systems, Heather Conboy, Computer Science

PDF

DESIGN, ANALYSIS AND OPTIMIZATION OF CACHE SYSTEMS, Mostafa Dehghan Shirehpaz, Computer Science

PDF

Controversy Analysis and Detection, Shiri Dori-Hacohen, Computer Science

PDF

DEEP-LEARNED GENERATIVE REPRESENTATIONS OF 3D SHAPE FAMILIES, Haibin Huang, Computer Science

PDF

On Leveraging Multi-Path Transport in Mobile Networks, Yeon-sup Lim, Computer Science

PDF

Inference in Networking Systems with Designed Measurements, Chang Liu, Computer Science

PDF

Style-driven Shape Analysis and Synthesis, Zhaoliang Lun, Computer Science

PDF

Temporal and Relational Models for Causality: Representation and Learning, Katerina Marazopoulou, Computer Science

PDF

The Complexity of Resilience, Cibele Matos Freire, Computer Science

PDF

Knowledge Representation and Reasoning with Deep Neural Networks, Arvind Ramanathan Neelakantan, Computer Science

PDF

Belief-Space Planning for Resourceful Manipulation and Mobility, Dirk Ruiken, Computer Science

PDF

Database Usability Enhancement in Data Exploration, Yue Wang, Computer Science

PDF

HIGH-PERFORMANCE COMPLEX EVENT PROCESSING FOR DECISION ANALYTICS, Haopeng Zhang, Computer Science

Dissertations from 2016

PDF

Effective Performance Analysis and Debugging, Charles M. Curtsinger, Computer Science

PDF

Detecting Anomalously Similar Entities in Unlabeled Data, Lisa D. Friedland, Computer Science

PDF

Elastic Resource Management in Distributed Clouds, Tian Guo, Computer Science

PDF

Application-Aware Resource Management for Cloud Platforms, Xin He, Computer Science

PDF

Extending Faceted Search to the Open-Domain Web, Weize Kong, Computer Science

PDF

Efficient Inference, Search and Evaluation for Latent Variable Models of Text with Applications to Information Retrieval and Machine Translation, Kriste Krstovski, Computer Science

PDF

Combining Static and Dynamic Analysis for Bug Detection and Program Understanding, Kaituo Li, Computer Science

PDF

Algorithms for First-order Sparse Reinforcement Learning, Bo Liu, Computer Science

PDF

Applications of Sampling and Estimation on Networks, Fabricio Murai Ferreira, Computer Science

PDF

An Incremental Approach to Identifying Causes of System Failures using Fault Tree Analysis, Huong T. Phan, Computer Science

PDF

Specification and Analysis of Resource Utilization Policies for Human-Intensive Systems, Seung Yeob Shin, Computer Science

PDF

Intrinsically Motivated Exploration in Hierarchical Reinforcement Learning, Christopher M. Vigorito, Computer Science

PDF

Stochastic Network Design: Models and Scalable Algorithms, Xiaojian Wu, Computer Science

PDF

Leveraging Backscatter for Ultra-low Power Wireless Sensing Systems, PENGYU ZHANG, Computer Science

PDF

Shape Design and Optimization for 3D Printing, Yahan Zhou, Computer Science

Dissertations from 2015

PDF

Reconstructing Geometric Structures from Combinatorial and Metric Information, Md Ashraful Alam, Computer Science

PDF

An Analysis of Student Learning Strategies in High Enrollment Computer-Based College Courses, gordon c. anderson, Computer Science

PDF

Fundamental Limits of Covert Communication, Boulat A. Bash, Computer Science

PDF

Automated Style Feedback for Advanced Beginner Java Programmers, Hannah Blau, Computer Science

PDF

Skeleton Structures and Origami Design, John C. Bowers, Computer Science

PDF

Exploiting Concepts In Videos For Video Event Detection, Ethem Can, Computer Science

PDF

Learning Parameterized Skills, Bruno Castro da Silva, Computer Science

PDF

Robust Mobile Data Transport: Modeling, Measurements, and Implementation, Yung-Chih Chen, Computer Science

PDF

Model-Based Guidance for Human-Intensive Processes, Stefan Christov, Computer Science

PDF

General Program Synthesis from Examples Using Genetic Programming with Parent Selection Based on Random Lexicographic Orderings of Test Cases, Thomas Helmuth, Computer Science

PDF

Network Characteristics and Dynamics: Reciprocity, Competition and Information Dissemination, Bo Jiang, Computer Science

PDF

Application of Techniques for MAP Estimation to Distributed Constraint Optimization Problem, Yoonheui Kim, Computer Science

PDF

Exploiting Social Media Sources for Search, Fusion and Evaluation, Chia-Jung Lee, Computer Science

PDF

A Platform for Scalable Low-Latency Analytics using MapReduce, Boduo Li, Computer Science

PDF

Energy-Efficient Content Delivery Networks, Vimal Mathew, Computer Science