Measure Before You Look: Grounding Embeddings Through Manifold Metrics
Published in NeurReps workshop & UniReps workshop @ NeurIPS 2025, 2025
Publications
Random Forest Autoencoders for Guided Representation Learning
Published in NeurIPS 2025, 2025
Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension
Published in IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 2024, 2024
PHATE Representations Can Effectively Capture Continuous Population Structure in Human Genomic Data
Published in ELLIS Workshop on Geometry-grounded Representation Learning and Generative Modeling, GRaM Workshop @ ICML , 2024
Truthful Deep Mechanism Design for Revenue-Maximization in Edge Computing with Budget Constraints
Published in IEEE Transactions on Vehicular Technology ( Volume: 71, Issue: 1), 2021
Quantitative Measurement of Muscle Oxygen Saturation Using 5-Wavelength Near-Infrared Spectroscopy with Fault Diagnostic
Published in Masters thesis, Concordia University., 2021