Aleksei Kuvshinov
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Mathematics
(1)
Models
(1)
Keywords
curse of dimensionality
(2)
randomized smoothing
(2)
certified robustness
(2)
question answering
(1)
information retrieval
(1)
object localization
(1)
synthetic data generation
(1)
adversarial defense
(1)
generative adversarial network
(1)
retrieval-augmented generation
(1)
robustness evaluation
(1)
symmetric distribution
(1)
variance function
(1)
retriever performance
(1)
query robustness
(1)
system evaluation
(1)
query processing
(1)
l2 norm
(1)
query perturbation
(1)
car key localization
(1)
Papers
Investigating the Robustness of Retrieval-Augmented Generation at the Query Level
ACL 2025
Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks
AAAI 2022
Intriguing Properties of Input-Dependent Randomized Smoothing
ICML 2022
Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions
AISTATS 2021