David I. Inouye | David I. Inouye

Latest

Towards Practical Non-Adversarial Distribution Alignment via Variational Bounds
ECE 57000: Artificial Intelligence (Fall 2023)
Towards Explaining Distribution Shifts
StarCraftImage: A Dataset For Prototyping Spatial Reasoning Methods For Multi-Agent Environments
Efficient Federated Domain Translation
ECE 47300, Intro. to Artificial Intelligence (Spring 2023)
Cooperative Distribution Alignment via JSD Upper Bound
ECE 57000: Artificial Intelligence (Fall 2022)
Discrete Tree Flows via Tree-Structured Permutations
Towards Explaining Image-Based Distribution Shifts
Iterative Alignment Flows
ECE 57000: Artificial Intelligence (Fall 2021)
ECE 20875: Python for Data Science (Spring 2021)
Shapley Explanation Networks
Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests
ECE 57000: Artificial Intelligence (Fall 2020)
Automated Dependence Plots
ECE 20875: Python for Data Science (Spring 2020)
Project Document on Overleaf
On the (In)fidelity and Sensitivity of Explanations
Deep Point Process Destructors
ECE570: Course Project Submission Instructions
ECE570: Homework 2
ECE570: Homework 3
ECE570: Homework 1
ECE 57000: Artificial Intelligence (Fall 2019)
Deep Density Destructors
Hyperparameter Selection under Localized Label Noise via Corrupt Validation
A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution
Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies
Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs
Summarization of Twitter Microblogs
Admixture of Poisson MRFs: A Topic Model with Word Dependencies
Towards Undistorted and Noise-free Speech in an MRI Scanner: Correlation Subtraction Followed by Spectral Noise Gating
Comparing Twitter Summarization Algorithms for Multiple Post Summaries