Omead Pooladzandi

Postdoc, Electrical Engineering, Department of Electrical Engineering, California Institute of Technology

Joined

May 2021

Names

Omead Pooladzandi (Preferred)

Emails

****@g.ucla.edu (Confirmed)

,

****@caltech.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Postdoc

Electrical Engineering , Department of Electrical Engineering, California Institute of Technology (ee.caltech.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

2022 – 2023

Expertise

Optimization

2019 – Present

Generative Modeling

2019 – Present

Publications

Scaling Behavior of Discrete Diffusion Language Models
Dimitri von Rütte, Janis Fluri, Omead Pooladzandi, Bernhard Schölkopf, Thomas Hofmann, Antonio Orvieto
- ICLR 2026 Poster
- Readers: Everyone
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics
Omead Pooladzandi, Sunay Gajanan Bhat, Jeffrey Jiang, Alexander Branch, Gregory Pottie
- NeurIPS 2024 poster
- Readers: Everyone
Curvature-Informed SGD via General Purpose Lie-Group Preconditioners
Omead Pooladzandi, XI-LIN LI
- Submitted to ICLR 2024
- Readers: Everyone
Generating High Fidelity Synthetic Data via Coreset selection and Entropic Regularization
Omead Pooladzandi, Pasha Khosravi, Erik Nijkamp, Baharan Mirzasoleiman
- Published: 01 Jan 2023, Last Modified: 14 May 2023
- CoRR 2023
- Readers: Everyone
Towards Composable Distributions of Latent Space Augmentations
Omead Pooladzandi, Jeffrey Jiang, Sunay Bhat, Gregory J. Pottie
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Causal Structural Hypothesis Testing and Data Generation Models
Sunay Gajanan Bhat, Omead Pooladzandi, Jeffrey Jiang, Gregory Pottie
- 03 Oct 2022 (modified: 09 Nov 2025)
- Neurips 2022 SyntheticData4ML
- Readers: Everyone
Generating High Fidelity Synthetic Data via Coreset selection and Entropic Regularization
Omead Pooladzandi, Pasha Khosravi, Erik Nijkamp, Baharan Mirzasoleiman
- 03 Oct 2022 (modified: 05 May 2023)
- Neurips 2022 SyntheticData4ML
- Readers: Everyone
Diverse Imitation Learning via Self-Organizing Generative Models
Arash Vahabpour, Tianyi Wang, Qiujing Lu, Omead Pooladzandi, Vwani P. Roychowdhury
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Adaptive Second Order Coresets for Data-efficient Machine Learning
Omead Pooladzandi, David Davini, Baharan Mirzasoleiman
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICML 2022
- Readers: Everyone
De-Biasing Generative Models using Counterfactual Methods
Sunay Bhat, Jeffrey Jiang, Omead Pooladzandi, Gregory J. Pottie
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone

View all 14 publications

Co-Authors