1. On the Origin of Sequences: Computational Analysis of Somatic Hypermutation for Probabilistic Immunoglobulin Predecessor Identification Open Access Author: Lengerich, Benjamin J Title: On the Origin of Sequences: Computational Analysis of Somatic Hypermutation for Probabilistic Immunoglobulin Predecessor Identification Area of Honors: Computer Science Keywords: Computer ScienceMachine LearningBioinformaticsSomatic HypermutationImmunoglobulin Predecessor Identification File: Download Lengerich_Benjamin_thesis.pdf Thesis Supervisors: Raj Acharya, Thesis SupervisorDr. Jesse Louis Barlow, Thesis Honors Advisor
2. REAL-TIME OCCLUSION BETWEEN REAL AND DIGITAL OBJECTS IN AUGMENTED REALITY Open Access Author: Jain, Pranav Title: REAL-TIME OCCLUSION BETWEEN REAL AND DIGITAL OBJECTS IN AUGMENTED REALITY Area of Honors: Computer Science Keywords: Augmented RealityComputer VisionMachine LearningModel FittingOcclusion File: Download flying_drone_with_lockedaxis_1.MOVDownload ScreenRecording_02-20-2019_15.MP4Download ScreenRecording_02-19-2019_20-37-57.mp4Download ScreenRecording_04-03-2019_15-27-03.MP4Download master.pdf Thesis Supervisors: Conrad S Tucker, Thesis SupervisorRebecca Jane Passonneau, Thesis Honors Advisor
3. Online Learning: A Survey Open Access Author: Wang, Weiqin Title: Online Learning: A Survey Area of Honors: Computer Science Keywords: Online LearningMachine Learning File: Download Thesis_Final_Wang.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorTing He, Thesis Honors Advisor
4. TensorFlow: A Graphical User Interface for Training and Evaluating Convolutional Neural Networks Open Access Author: Warner, Andrew Colten Title: TensorFlow: A Graphical User Interface for Training and Evaluating Convolutional Neural Networks Area of Honors: Computer Science Keywords: Machine LearningFront End DevelopmentTensorFLowReactNetworking File: Download Thesis.pdf Thesis Supervisors: Vishal Monga, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors Advisor
5. PairBoost: Gradient Boosted Classification from Pairwise Data Open Access Author: Ashtekar, Neil Title: PairBoost: Gradient Boosted Classification from Pairwise Data Area of Honors: Computer Science Keywords: Machine LearningEnsemble LearningGradient BoostingData ScienceArtificial Intelligence File: Download Ashtekar_Neil_PairBoost.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorRebecca Jane Passonneau, Thesis Honors Advisor
6. Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Open Access Author: Anand, Vivek Title: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Area of Honors: Computer Science Keywords: Machine LearningDeep Neural NetworksAdversarial Machine LearningComputer ScienceTensorflow File: Download Thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
7. Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest Open Access Author: Biase, Isabelle Title: Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest Area of Honors: Computer Science Keywords: Random ForestRecursive Feature EliminationAlzheimer's DiseaseMachine LearningRaman Spectroscopy File: Download Biase_Thesis.pdf Thesis Supervisors: Shengxi Huang, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
8. Improving Meta-Learning Performance Through Task Sampling Techniques Open Access Author: Smith, Jacob C Title: Improving Meta-Learning Performance Through Task Sampling Techniques Area of Honors: Computer Science Keywords: Machine LearningMeta-Learning File: Download JacobSmithHonorsThesisFinal.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
9. Indoor Scene Category Merging Using a Modified Davies-Bouldin Index Open Access Author: Coelho, Anthony Title: Indoor Scene Category Merging Using a Modified Davies-Bouldin Index Area of Honors: Computer Science Keywords: Machine LearningSilhouette IndexDavies-Bouldin IndexCentroid Based Concept LearningCategory Merging File: Download AnthonyCoelhoSchreyerHonorsThesis.pdf Thesis Supervisors: Alan Richard Wagner, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
10. Fine Tuning Transformers for Political Manifesto Summarization and Quantification Open Access Author: Elisii, Patrick Title: Fine Tuning Transformers for Political Manifesto Summarization and Quantification Area of Honors: Computer Science Keywords: Machine LearningNatural Language ProcessingPolitical DocumentsSummarizationClassificationBERT File: Download Thesis-elisii_final.pdf Thesis Supervisors: Amulya Yadav, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor