Rasa Hosseinzadeh
8 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π Conference Polyglot (6) π Interdisciplinary Bridge π Cross-Pollinator (14)
π
Renaissance Researcher
(5)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ACL (1)
AISTATS (1)
COLT (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
langevin monte carlo
(2)
diffusion model
(2)
convex optimization
(1)
feature extraction
(1)
knowledge distillation
(1)
machine translation
(1)
in-context learning
(1)
sql generation
(1)
markov chain monte carlo
(1)
nearest neighbor
(1)
intrinsic dimension
(1)
renyi divergence
(1)
strong convexity
(1)
generative model
(1)
language model
(1)
out-of-distribution detection
(1)
tabular datum
(1)
generative model evaluation
(1)
local intrinsic dimension
(1)
fokker-planck equation
(1)
Papers
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
NAACL 2025
A Geometric Framework for Understanding Memorization in Generative Models
ICLR 2025
Retrieval & Fine-Tuning for In-Context Tabular Models
NIPS 2024
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
NIPS 2024
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
NIPS 2023
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation
ACL 2023
Convergence of Langevin Monte Carlo in Chi-Squared and RΓ©nyi Divergence
AISTATS 2022
On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness
COLT 2021