Prati
Rasa Hosseinzadeh
Rasa Hosseinzadeh
Layer 6 AI
Potvrđena adresa e-pošte na layer6.ai
Naslov
Citirano
Citirano
Godina
On the convergence of langevin monte carlo: The interplay between tail growth and smoothness
MA Erdogdu, R Hosseinzadeh
Conference on Learning Theory, 1776-1822, 2021
812021
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
G Stein, J Cresswell, R Hosseinzadeh, Y Sui, B Ross, V Villecroze, Z Liu, ...
Advances in Neural Information Processing Systems 36, 2024
702024
Convergence of Langevin Monte Carlo in chi-squared and Rényi divergence
MA Erdogdu, R Hosseinzadeh, S Zhang
International Conference on Artificial Intelligence and Statistics, 8151-8175, 2022
462022
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
H Kamkari, BL Ross, R Hosseinzadeh, JC Cresswell, G Loaiza-Ganem
arXiv preprint arXiv:2406.03537, 2024
122024
Deep Generative Models through the Lens of the Manifold Hypothesis: A Survey and New Connections
G Loaiza-Ganem, BL Ross, R Hosseinzadeh, AL Caterini, JC Cresswell
arXiv preprint arXiv:2404.02954, 2024
112024
A geometric framework for understanding memorization in generative models
BL Ross, H Kamkari, T Wu, R Hosseinzadeh, Z Liu, G Stein, JC Cresswell, ...
arXiv preprint arXiv:2411.00113, 2024
52024
Retrieval & Fine-Tuning for In-Context Tabular Models
V Thomas, J Ma, R Hosseinzadeh, K Golestan, G Yu, M Volkovs, ...
arXiv preprint arXiv:2406.05207, 2024
32024
TabDPT: Scaling Tabular Foundation Models
J Ma, V Thomas, R Hosseinzadeh, H Kamkari, A Labach, JC Cresswell, ...
arXiv preprint arXiv:2410.18164, 2024
22024
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
SK Gorti, I Gofman, Z Liu, J Wu, N Vouitsis, G Yu, JC Cresswell, ...
arXiv preprint arXiv:2410.12916, 2024
22024
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation
S Norouzi, R Hosseinzadeh, F Perez, M Volkovs
arXiv preprint arXiv:2206.02999, 2022
22022
Model evaluation metrics and effective model selection
GF Stein, JC Cresswell, R Hosseinzadeh, Y Sui, BL Ross, VV Villecroze, ...
US Patent App. 18/738,557, 2024
2024
Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples
N Vouitsis, R Hosseinzadeh, BL Ross, V Villecroze, SK Gorti, ...
NeurIPS 2024 Workshop on Fine-Tuning in Modern Machine Learning: Principles …, 2024
2024
System and method for automated underwriting for application processing using machine learning models
R Hosseinzadeh, KG Irani, JC Bouëtté
US Patent App. 18/429,050, 2024
2024
Model distillation for reducing iterations of non-autoregressive decoders
JFP Vallejo, M Volkovs, S Norouzi, R Hosseinzadeh
US Patent App. 18/206,395, 2024
2024
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