Sunay Bhat

According to our database, Sunay Bhat authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Robust Modeling through Causal Priors and Data Purification in Machine Learning

Sunay Bhat

PhD thesis, 2024

PureEBM: Universal Poison Purification via Mid-Run Dynamics of Energy-Based Models.

Omead Pooladzandi, Jeffrey Jiang, Sunay Bhat, Gregory J. Pottie

CoRR, 2024

PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics.

Omead Pooladzandi, Sunay Bhat, Jeffrey Jiang, Alexander Branch, Gregory J. Pottie

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Towards Composable Distributions of Latent Space Augmentations.

Omead Pooladzandi, Jeffrey Jiang, Sunay Bhat, Gregory J. Pottie

CoRR, 2023

2022

Hypothesis Testing using Causal and Causal Variational Generative Models.

Jeffrey Jiang, Omead Pooladzandi, Sunay Bhat, Gregory J. Pottie

CoRR, 2022

De-Biasing Generative Models using Counterfactual Methods.

Sunay Bhat, Jeffrey Jiang, Omead Pooladzandi, Gregory J. Pottie

CoRR, 2022