Rasa Hosseinzadeh
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Core Methods
(3)
Models
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Optimization
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Keywords
markov chain monte carlo
(2)
potential function
(2)
langevin monte carlo
(2)
diffusion model
(2)
machine translation
(1)
in-context learning
(1)
convex optimization
(1)
nearest neighbor
(1)
knowledge distillation
(1)
intrinsic dimension
(1)
renyi divergence
(1)
kullback-leibler divergence
(1)
strong convexity
(1)
generative model
(1)
language model
(1)
convergence rate
(1)
sql generation
(1)
out-of-distribution detection
(1)
manifold hypothesis
(1)
feature extraction
(1)
Papers
A Geometric Framework for Understanding Memorization in Generative Models
ICLR 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
NAACL 2025
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
NeurIPS 2024
Retrieval & Fine-Tuning for In-Context Tabular Models
NeurIPS 2024
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation
ACL 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
NeurIPS 2023
Convergence of Langevin Monte Carlo in Chi-Squared and Rényi Divergence
AISTATS 2022
On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness
COLT 2021