Rasa Hosseinzadeh

1. On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness
   2020/05/27 by Murat A. Erdogdu, Erdogdu, Murat A., Rasa Hosseinzadeh +1 · 11 citations
   Mathematics · Physics and Astronomy · #Markov Chains and Monte Carlo Methods #Statistical Mechanics and Entropy #Stochastic processes and statistical mechanics
2. Deep Generative Models through the Lens of the Manifold Hypothesis: A Survey and New Connections
   2024/04/03 by Gabriel Loaiza-Ganem, Loaiza-Ganem, Gabriel, Brendan Leigh Ross +7 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Convergence of Langevin Monte Carlo in Chi-Squared and Renyi Divergence
   2020/07/22 by Murat A. Erdogdu, Rasa Hosseinzadeh, Erdogdu, Murat A. +3 · 6 citations
   Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Point processes and geometric inequalities #Probability (math.PR)
4. A Geometric Framework for Understanding Memorization in Generative Models
   2024/10/31 by Brendan Leigh Ross, Ross, Brendan Leigh, Hamidreza Kamkari +13 · 2 voices · 11 citations
   Computer Science · Engineering · #Constraint Satisfaction and Optimization #Human Motion and Animation #Semantic Web and Ontologies #cs.LG #stat.ML
5. Retrieval & Fine-Tuning for In-Context Tabular Models
   2024/06/07 by Valentin Thomas, Junwei Ma, Thomas, Valentin +11 · 10 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
6. A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
   2024/06/05 by Hamidreza Kamkari, Kamkari, Hamidreza, Brendan Leigh Ross +7 · 10 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Topological and Geometric Data Analysis
7. TabDPT: Scaling Tabular Foundation Models on Real Data
   2024/10/23 by Junwei Ma, Valentin Thomas, Ma, Junwei +17 · 7 citations
   Computer Science · #Error Correcting Code Techniques