1. Domain-informed Language Models for Process Systems Engineering Mann, Vipul 2024 Theses Chemical engineeringSystems engineeringMachine learningNatural language processing (Computer science)
2. Energy-Efficient Hardware Design for Machine Learning with In-Memory Computing Zhang, Bo 2024 Theses Electrical engineeringMachine learningNeural networks (Computer science)Natural language processing (Computer science)Macro instructions (Electronic computers)
3. Geometry-Informed Data-Driven Mechanics Bahmani, Bahador 2024 Theses Civil engineering--Mathematical modelsMechanical engineering--Mathematical modelsManifolds (Mathematics)Neural networks (Computer science)Machine learning
4. Machine Learning Methods for Intensive Longitudinal Data and Causal Inference in Multi-Study, Multi-Outcome Settings Kim, Soohyun 2024 Theses BiometryMachine learningMental illnessPersonalized medicineSchizophreniaLongitudinal studiesClinical trials
5. Molecular and genetic effect of coding variants in human Zhao, Yige 2024 Theses GeneticsHuman genetics--VariationBioinformaticsHuman genomeAllelomorphismMachine learningAutism--Research
6. Adaptive and Effective Fuzzing: a Data-Driven Approach She, Dongdong 2023 Theses Computer scienceComputer security--Computer programsMalware (Computer software)Machine learningGoogle (Firm)Microsoft Corporation
7. Algorithm-Hardware Co-design for Ultra-Low-Power Machine Learning and Neuromorphic Computing Wang, Dewei 2023 Theses Electrical engineeringMachine learningNeuromorphicsArtificial intelligenceInternet of thingsNeural networks (Computer science)
8. A Sparse Learning Approach for Linux Kernel Data Race Prediction Ryan, Gabriel 2023 Theses Computer scienceOperating systems (Computers)Fourier analysisThreads (Computer programs)Machine learningDebugging in computer science--Computer programsLinux
9. Complaint Driven Training Data Debugging for Machine Learning Workflows Flokas, Lampros 2023 Theses Computer scienceMachine learningDebugging in computer science--Computer programs
10. Deciphering complex diseases by engineered tissues and multimodal data integration He, Siyu 2023 Theses Biomedical engineeringTissue engineeringMachine learningProteus syndromeBreast--Cancer
11. "Evaluating the “Road to Reform” for New York City’s Property Tax System: Considerations for Single-Unit Residential Properties and Predictive Modeling as Practice for Local Governance" Lee, Lizzie (Yea Won) 2023 Theses City planning--Economic aspectsProperty taxMachine learningDecision makingReal property and taxationReal property tax
12. Faithfulness in Abstractive Summarization: Progress and Challenges Ladhak, Faisal 2023 Theses Computer scienceAbstract data types (Computer science)Machine learningLogic machines
13. From Alfred Schutz to Machine Learning: Temporal Orientation, Meaning and Social Action Cleveland, Jonathan 2023 Theses SociologyMachine learningGrammar, Comparative and general--SyntaxSocial classesSocial structureSubjectivityCuban Missile Crisis (1962)Schutz, Alfred, 1899-1959Weber, Max, 1864-1920Husserl, Edmund, 1859-1938
14. Integrating Machine Learning and Optimization for Problems in Contextual Decision-Making and Dynamic Learning Zhao, Yunfan 2023 Theses Operations researchMachine learningDecision makingCombinatorial optimizationPricing--Decision makingReinforcement learning
15. Interpretable Machine Learning for the Social Sciences: Applications in Political Science and Labor Economics Vafa, Keyon 2023 Theses Artificial intelligenceMachine learningLabor economicsDecision makingWages--Women
16. Linking phylogenetic models to population processes, from species trees to genomes McKenzie, Patrick Franklin 2023 Theses Evolution (Biology)GeneticsPhylogenyGenomicsGenomesMachine learningGene flow
17. Machine Learning Framework for Causal Modeling for Process Fault Diagnosis and Mechanistic Explanation Generation Sivaram, Abhishek 2023 Theses Chemical engineeringArtificial intelligenceMachine learningDeep learning (Machine learning)Neural networks (Computer science)--Mathematical models
18. Modeling Nonignorable Missingness with Response Times Using Tree-based Framework in Cognitive Diagnostic Models Yang, Yi 2023 Theses Cognitive Diagnostic BatteryEducation--Computer-assisted instructionDecision treesMachine learningBayesian statistical decision theoryMonte Carlo method
19. Neural Decoding Leveraging Motor-Cortex Population Geometry Perkins, Sean McClintock 2023 Theses Biomedical engineeringBrain-computer interfacesNeurosciencesMachine learningParalysisProsthesis
20. Putting food in context: Embedding-based food recommendations Sozuer Zorlu, Sibel 2023 Theses MarketingFood habits--Health aspectsFood--PlanningMachine learning
21. Robust Machine Learning by Integrating Context Mao, Chengzhi 2023 Theses Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms
22. The Dynamics of Culture in Entrepreneurial Ventures Cho, Soomin 2023 Theses EntrepreneurshipManagementMachine learningBusiness--Psychological aspects
23. The Fairness Fallacy: Northpointe and the COMPAS Recidivism Prediction Algorithm Thomas, Sedona 2023 Theses Human rightsCriminologyRecidivismMachine learningCriminal justice, Administration ofUnited Nations
24. Towards Causal Reinforcement Learning Zhang, Junzhe 2023 Theses Artificial intelligenceReinforcement learningMachine learningOperations management
25. Understanding the Utility of Social Risk Factors Documented in Clinical Notes to Predict Hospitalization and Emergency Department Visits in Home Healthcare Hobensack, Mollie 2023 Theses NursingHome health aidesMachine learningHospital patientsRacism in medicineBioinformatics--Methodology
26. Weak lensing cosmology and its astrophysical systematics through machine learning Lu, Tianhuan 2023 Theses AstronomyCosmologyMachine learningAstrophysicsSpectrum analysisBaryons
27. Analysis of Conformational Continuum and Free-energy Landscapes from Manifold Embedding of Single-particle Cryo-EM Ensembles of Biomolecules Seitz, Evan Elliott 2022 Theses Molecular biologyBiomoleculesElectron microscopy—Data processingMachine learningRiemannian manifoldsGibbs' free energyPath analysis (Statistics)RibosomesCOVID-19 (Disease)--Data processing
28. Applying Anomaly Detection to Search for New Physics with the ATLAS Detector at the Large Hadron Collider Kahn, Alan 2022 Theses Particles (Nuclear physics)Higgs bosonsLarge Hadron Collider (France and Switzerland)Hadrons--DecayMachine learningHeavy particles (Nuclear physics)
29. Detection, Triage, and Attribution of PII Phishing Sites Roellke, Dennis 2022 Theses Computer scienceIdentity theftMachine learningPhishingInternet--Security measuresJavaScript (Computer program language)
30. Efficient Machine Teaching Frameworks for Natural Language Processing Karamanolakis, Ioannis 2022 Theses Artificial intelligenceDeep learning (Machine learning)Machine learningNeural networks (Computer science)--Industrial applicationsAmazon.com (Firm)
31. Efficient Neural Network Verification Using Branch and Bound Wang, Shiqi 2022 Theses Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification
32. Genealogies of Machine Learning, 1950-1995 Mendon-Plasek, Aaron Louis 2022 Theses HistoryArtificial intelligenceMachine learningDecision makingTwentieth century
33. Optically-Enabled High Performance Reconfigurable Interconnection Networks Teh, Min Yee 2022 Theses Electrical engineeringComputer networksMachine learningArtificial intelligenceOptical interconnectsElectric network topologyFacebook (Firm)
34. Privacy-Aware Data Analysis: Recent Developments for Statistics and Machine Learning Lut, Yuliia 2022 Theses StatisticsMachine learningPrivacyData protectionInternet searching
35. Resource-Efficient Methods in Machine Learning Vodrahalli, Kiran Nagesh 2022 Theses Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials
36. Scalable Tools for Information Extraction and Causal Modeling of Neural Data Nejatbakhshesfahani, Mohammadamin 2022 Theses NeurosciencesBiostatisticsComputer visionMachine learningCaenorhabditis elegans
37. Signal Processing and Machine Learning Methods for Internet of Things: Smart Energy Generation and Robust Indoor Localization Chen, Leian 2022 Theses Electrical engineeringMachine learningInternet of thingsSmart power gridsSmart citiesSmartphones
38. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
39. A Mathematical Study of Learning Dynamics Keller, Rachael Tara 2021 Theses MathematicsMachine learningMachine learning--Mathematical modelsNeural networks (Computer science)Numerical analysis
40. Applications of Machine Learning to Single-Molecule Junction Studies Fu, Tianren 2021 Theses Chemistry, Physical and theoreticalMachine learningGoldMolecular electronicsScanning tunneling microscopy
41. Autogenerative Networks Chang, Oscar 2021 Theses Computer scienceArtificial intelligenceNeural networks (Computer science)Machine learning
42. Building theories of neural circuits with machine learning Bittner, Sean Robert 2021 Theses NeurosciencesMachine learningNeural circuitry--Mathematical modelsVisual cortexMotor cortexSuperior colliculusMonkeys
43. Characterizing molecular drivers of clinical outcome in pediatric acute leukemias by systems biology and machine learning Alloy, Alexandre Paul 2021 Theses BioinformaticsLeukemia--Genetic aspectsLeukemia in childrenMachine learningAcute leukemia
44. Dynamical processes in the condensed phase: methods and models Carbone, Matthew Ralph 2021 Theses PhysicsComputer scienceMachine learningBosonsScattering (Physics)
45. Learning for Network Applications and Control Gutterman, Craig 2021 Theses Electrical engineeringComputer scienceWireless InternetComputer networks--Mathematical modelsNeural networks (Computer science)--Statistical methodsMachine learningYouTube (Firm)
46. Machine Learning Applications in Proteins: Interaction Prediction and Structure Prediction Sun, Mengzhen 2021 Theses ChemistryMachine learningAmino acid sequenceProtein-protein interactions
47. Predictive Privacy: Modeling Privacy Harms Radway, Sarah 2021 Theses Data protectionComputer securityMachine learningPrivacy, Right of
48. Salience Estimation and Faithful Generation: Modeling Methods for Text Summarization and Generation Kedzie, Christopher 2021 Theses Computer scienceMachine learningMachine learning--Mathematical modelsDecision making--Computer programs
49. Simulating Fiction: Models of Narrative and Literary Culture Sack, Graham Alexander 2021 Theses Comparative literatureLiterature--Theory, etc.CriticismFictionComputer simulationMachine learning
50. Stochastic Methods in Optimization and Machine Learning Li, Fengpei 2021 Theses Operations researchArtificial intelligenceMachine learningStochastic processes--Computer programs