2026

May

Separating Intrinsic Ambiguity from Estimation Uncertainty in Deep Generative Models for Linear Inverse Problems

Interpreting Neural Combinatorial Optimization via Evolving Programmatic Bottlenecks

January

Information-theoretic Error Bounds for Source Localization in Neural Sensing

2025

June

Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordings

March

DeepFocus: A Transnasal Approach for Optimized Deep Brain Stimulation of Reward Circuit Nodes

January

Data-Driven AI for Dynamic Systems Control (18-879)

2024

January

Selected Course Projects

2023

June

EEG Source Imaging of Infarct Core and Penumbra for Ischemic Stroke Patients

January

DeepFocus: Optimization for Neural Stimulation

Effects of EEG Electrode Numbers on Deep Learning-Based Source Imaging

2022

January

Introduction to Machine Learning (10-601)

2021

January

Machine Learning for Neural Sensing