Rasa Hosseinzadeh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Intrinsic Dimension

Markovian Decision

Diffusion Models

Top Venues

Publications

Gabriel Loaiza-Ganem, Brendan Leigh Ross, Rasa Hosseinzadeh, Anthony L. Caterini, Jesse C. Cresswell
Deep Generative Models through the Lens of the Manifold Hypothesis: A Survey and New Connections. CoRR (2024)
Hamidreza Kamkari, Brendan Leigh Ross, Rasa Hosseinzadeh, Jesse C. Cresswell, Gabriel Loaiza-Ganem
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models. CoRR (2024)
Wei Cui, Rasa Hosseinzadeh, Junwei Ma, Tongzi Wu, Yi Sui, Keyvan Golestan
Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation. CoRR (2024)
Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini
Retrieval & Fine-Tuning for In-Context Tabular Models. CoRR (2024)
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation. ACL (Findings) (2023)
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
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models. NeurIPS (2023)
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
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models. CoRR (2023)
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers. CoRR (2022)
Murat A. Erdogdu, Rasa Hosseinzadeh, Shunshi Zhang
Convergence of Langevin Monte Carlo in Chi-Squared and Rényi Divergence. AISTATS (2022)
Murat A. Erdogdu, Rasa Hosseinzadeh
On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness. COLT (2021)
Murat A. Erdogdu, Rasa Hosseinzadeh
A Brief Note on the Convergence of Langevin Monte Carlo in Chi-Square Divergence. CoRR (2020)
Murat A. Erdogdu, Rasa Hosseinzadeh
On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness. CoRR (2020)