Machine learning

RSS feed

AllSEARCH

sort by:

1year

11months

23days

FILES UNDER EMBARGO

Test-time Approaches for Improving Robustness of Deep Learning Techniques to Dataset Shifts in Dynamic Cardiovascular MRI

thesis posted on 2025-05-14

Dilek Mirgun Yalcinkaya

Machine Learning for Solving Elastohydrodynamic Lubrication Problems for Fluid Power Applications

thesis posted on 2025-05-14

Nathan Hess

DESIGN OF A FIELD-PROGRAMMABLE GATE ARRAY PLATFORM FOR ANIMAL VOCALIZATION CLASSIFICATION UTILIZING A CONVOLUTIONAL NEURAL NETWORK

thesis posted on 2025-05-09

Predictive Modeling and Inverse FEM Simulation for Enhancing Steelmaking Operations

thesis posted on 2025-05-08

IMPROVING ACADEMIC OUTCOMES FOR FIRST-GENERATION UNDERREPRESENTED MINORITY STUDENTS USING PREDICTIVE LEARNING ANALYTICS

thesis posted on 2025-05-07

Toyin Olawunmi Joseph

11months

8days

FILES UNDER EMBARGO

Self-Optimizing Cloud to Edge: Machine Learning for Serverless, Drones, and Distributed Databases

thesis posted on 2025-05-07

ADVERSARIAL ATTACK ANALYSIS OF A PHISHING EMAIL DETECTION SYSTEM BASED ON MACHINELEARNING AND WORD ERROR CORRECTION

thesis posted on 2025-05-07

Deeksha Hareesha Kulal

5months

8days

FILES UNDER EMBARGO

MULTI-AGENT AI ASSISTANT FOR RURAL HEALTHCARE SYSTEM

thesis posted on 2025-05-05

Shakti Nagnath Wadekar

5months

8days

FILES UNDER EMBARGO

TRUSTWORTHY REUSE IN THE MACHINE LEARNING MODEL SUPPLY CHAIN

thesis posted on 2025-05-02

EMERGING TRANSFORMER-POWERED PERSONALIZED LEARNING METHODOLOGY

thesis posted on 2025-05-01

RANKED CLUSTER INFLUENCE: A DEFENSE AGAINST ADVERSARIAL LABELING ATTACKS ON FAIRNESS

thesis posted on 2025-04-26

Athreyan Mohana Krishnan Sangeetha

ONLINE LEARNING APPROACHES FOR ANOMALY DETECTION IN CONTINUOUS DATA STREAMS

thesis posted on 2025-04-24

5months

1day

FILES UNDER EMBARGO

FEW-SHOT TRANSFER LEARNING FOR COUGH SOUND CLASSIFICATION

thesis posted on 2025-04-23

Yoga Disha Sendhil kumar

From Black Boxes to Verified Mechanisms: Building Trustworthy Machine Learning through Interpretability, Robustness, and Generalization

thesis posted on 2025-04-23

Yipei Wang

HUMAN IN THE LOOP: AN APPROACH TO OPTIMIZE LLM BASED ROBOT TASK PLANNING

thesis posted on 2025-04-21

Avnish Kanungo

Computing and Learning on Combinatorial Data

thesis posted on 2025-02-17

Simon Zhang

Enhancing the Reliability of Federated Inference: From Bias Mitigation to Model Calibration

thesis posted on 2025-02-10

Yun-Wei Chu

IMPROVING THE UTILITY OF DIFFERENTIALLY PRIVATE ALGORITHMS USING DATA CHARACTERISTICS

thesis posted on 2025-01-10

Farzad Zafarani

BETA-DECAY RESIDUALS V. KNOWN PARTICLE FLUXES FOR PREDICTION OF TOTAL SOLAR IRRADIANCE VIA MACHINE-LEARNING METHODS

thesis posted on 2025-01-08

Interpretable Frameworks for User-Centered Structured AI Models

thesis posted on 2024-12-17

Ying-Chun Lin

Building Trustworthy Machine Learning Models using Ensembled Explanations

thesis posted on 2024-12-16

Prajwal Balasubramani

6months

18days

FILES UNDER EMBARGO

OPTIMIZING MACHINE LEARNING PIPELINES FOR MODEL PERFORMANCE

thesis posted on 2024-12-10

Tejendra Pratap Singh

Kinematics-based Force-Directed Graph Embedding

thesis posted on 2024-12-08

Hamidreza Lotfalizadeh

ANALYSIS AND MODELING OF STATE-LEVEL POLICY AND LEGISLATIVE TEXT WITH NLP AND ML TECHNIQUES

thesis posted on 2024-12-05

Maryam Davoodi

INFRARED SENSOR MODELING FOR OBJECT DETECTION IN AUTONOMOUS VEHICLES USING POST-PROCESS MATERIAL IN UNREAL ENGINE

thesis posted on 2024-12-05

Sri sai teja Vemulapalli

LIFT AND SHIFT OF MODEL CODE USING MACHINE LEARNING MICROSERVICES WITH GENERATIVE AI MAPPING LAYER IN ENTERPRISE SAAS APPLICATIONS

thesis posted on 2024-11-20

Venkata C Duvvuri

A Study of Multimodal AI and Human Feedback loops in STEM Learning Environments

thesis posted on 2024-11-19

Karen Michelle D'Souza

ESTIMATING MODEL FAIRNESS USING DATA CHARACTERISTICS

thesis posted on 2024-11-17

Kevin Varghese Chittilapilly

5months

25days

FILES UNDER EMBARGO

IMPROVING MACHINE LEARNING FAIRNESS BY REPAIRING MISLABELED DATA

thesis posted on 2024-11-15

Shashank A Thandri

FEDERATED LEARNING AMIDST DYNAMIC ENVIRONMENTS

thesis posted on 2024-11-08

Bhargav Ganguly

TOWARDS EFFICIENT AND ROBUST DEEP LEARNING :HANDLING DATA NON-IDEALITY AND LEVERAGINGIN-MEMORY COMPUTING

thesis posted on 2024-11-05

DEEP ECG MINING FOR ARRHYTHMIA DETECTION TOWARDS PRECISION CARDIAC MEDICINE

thesis posted on 2024-09-03

Shree Patnaik

Accelerating AI-driven scientific discovery with end-to-end learning and random projection

thesis posted on 2024-08-23

Md Nasim

PHYSICS INSPIRED AI-DRIVEN PHOTONIC INVERSE DESIGN FOR HIGH-PERFORMANCE PHOTONIC DEVICES

thesis posted on 2024-08-19

Three problems in computer vision: design, fabrication and analysis of paper sensors for detecting food contaminants, segmentation of food crystal images, and zero-shot action recognition in video sequences.

thesis posted on 2024-08-09

Qiyue Liang

REDUCED ORDER MODELING ENABLED PREDICTIONS OF ADDITIVE MANUFACTURING PROCESSES

thesis posted on 2024-08-02

Charles Reynolds Owen

Devices for On-Field Quantification of Bacteroidales for Risk Assessment in Fresh Produce Operations

thesis posted on 2024-07-23

Ashley Deniz Kayabasi

Multi-Agent-Based Collaborative Machine Learning in Distributed Resource Environments

thesis posted on 2024-07-18

Ahmad Esmaeili

Machine Learning with Hard Constraints:Physics-Constrained Constitutive Models with Neural ODEs and Diffusion

thesis posted on 2024-07-15

Vahidullah Tac

LEARNING OBJECTIVE FUNCTIONS FOR AUTONOMOUS SYSTEMS

thesis posted on 2024-07-03

Zihao Liang