Omead Pooladzandi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Imitation Learning

Top Venues

Publications

Omead Pooladzandi, Jeffrey Jiang, Sunay Bhat, Gregory J. Pottie
PureEBM: Universal Poison Purification via Mid-Run Dynamics of Energy-Based Models. CoRR (2024)
Sunay Bhat, Jeffrey Jiang, Omead Pooladzandi, Alexander Branch, Gregory J. Pottie
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics. CoRR (2024)
Omead Pooladzandi, Xilin Li
Curvature-Informed SGD via General Purpose Lie-Group Preconditioners. CoRR (2024)
Omead Pooladzandi, Pasha Khosravi, Erik Nijkamp, Baharan Mirzasoleiman
Generating High Fidelity Synthetic Data via Coreset selection and Entropic Regularization. CoRR (2023)
Omead Pooladzandi, Xilin Li, Yang Gao, Lalin Theverapperuma
Exploring the Potential of VAE Decoders for Enhanced Speech Re-Synthesis. SSP (2023)
Omead Pooladzandi, Jeffrey Jiang, Sunay Bhat, Gregory J. Pottie
Towards Composable Distributions of Latent Space Augmentations. CoRR (2023)
Sunay Bhat, Jeffrey Jiang, Omead Pooladzandi, Gregory J. Pottie
De-Biasing Generative Models using Counterfactual Methods. CoRR (2022)
Jeffrey Jiang, Omead Pooladzandi, Sunay Bhat, Gregory J. Pottie
Hypothesis Testing using Causal and Causal Variational Generative Models. CoRR (2022)
Arash Vahabpour, Tianyi Wang, Qiujing Lu, Omead Pooladzandi, Vwani P. Roychowdhury
Diverse Imitation Learning via Self-Organizing Generative Models. CoRR (2022)
Omead Pooladzandi, David Davini, Baharan Mirzasoleiman
Adaptive Second Order Coresets for Data-efficient Machine Learning. ICML (2022)
Omead Pooladzandi, Yiming Zhou
Improving Levenberg-Marquardt Algorithm for Neural Networks. CoRR (2022)
Omead Pooladzandi, David Davini, Baharan Mirzasoleiman
Adaptive Second Order Coresets for Data-efficient Machine Learning. CoRR (2022)