Rasa Hosseinzadeh

According to our database, Rasa Hosseinzadeh authored at least 16 papers between 2020 and 2025.

Collaborative distances:

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

2025

Textual Bayes: Quantifying Uncertainty in LLM-Based Systems.

Brendan Leigh Ross, Noël Vouitsis, Atiyeh Ashari Ghomi, Rasa Hosseinzadeh, Ji Xin, Zhaoyan Liu, Yi Sui, Shiyi Hou, Kin Kwan Leung, Gabriel Loaiza-Ganem, Jesse C. Cresswell

CoRR, June, 2025

On Convolutions, Intrinsic Dimension, and Diffusion Models.

Kin Kwan Leung, Rasa Hosseinzadeh, Gabriel Loaiza-Ganem

Trans. Mach. Learn. Res., 2025

MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation.

Satya Krishna Gorti, Ilan Gofman, Zhaoyan Liu, Jiapeng Wu, Noël Vouitsis, Guangwei Yu, Jesse C. Cresswell, Rasa Hosseinzadeh

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

A Geometric Framework for Understanding Memorization in Generative Models.

Brendan Leigh Ross, Hamidreza Kamkari, Tongzi Wu, Rasa Hosseinzadeh, Zhaoyan Liu, George Stein, Jesse C. Cresswell, Gabriel Loaiza-Ganem

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Deep Generative Models through the Lens of the Manifold Hypothesis: A Survey and New Connections.

Gabriel Loaiza-Ganem, Brendan Leigh Ross, Rasa Hosseinzadeh, Anthony L. Caterini, Jesse C. Cresswell

Trans. Mach. Learn. Res., 2024

Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples.

Noël Vouitsis, Rasa Hosseinzadeh, Brendan Leigh Ross, Valentin Villecroze, Satya Krishna Gorti, Jesse C. Cresswell, Gabriel Loaiza-Ganem

CoRR, 2024

TabDPT: Scaling Tabular Foundation Models.

Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh, Hamidreza Kamkari, Alex Labach, Jesse C. Cresswell, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini

CoRR, 2024

Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation.

Wei Cui, Rasa Hosseinzadeh, Junwei Ma, Tongzi Wu, Yi Sui, Keyvan Golestan

CoRR, 2024

Retrieval & Fine-Tuning for In-Context Tabular Models.

Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models.

Hamidreza Kamkari, Brendan Leigh Ross, Rasa Hosseinzadeh, Jesse C. Cresswell, Gabriel Loaiza-Ganem

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.

George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh, Yi Sui, Brendan Leigh Ross, Valentin Villecroze, Zhaoyan Liu, Anthony L. Caterini, J. Eric T. Taylor, Gabriel Loaiza-Ganem

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation.

Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers.

Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs

CoRR, 2022

Convergence of Langevin Monte Carlo in Chi-Squared and Rényi Divergence.

Murat A. Erdogdu, Rasa Hosseinzadeh, Shunshi Zhang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness.

Murat A. Erdogdu, Rasa Hosseinzadeh

Proceedings of the Conference on Learning Theory, 2021

2020

A Brief Note on the Convergence of Langevin Monte Carlo in Chi-Square Divergence.

Murat A. Erdogdu, Rasa Hosseinzadeh

CoRR, 2020