Mikhail Pautov
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Security & Privacy
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Privacy
(1)
Keywords
adversarial robustness
(2)
randomized smoothing
(2)
probabilistic modeling
(1)
knowledge distillation
(1)
speaker recognition
(1)
adversarial perturbation
(1)
robustness certification
(1)
metric space
(1)
ownership verification
(1)
neural network watermarking
(1)
model protection
(1)
trigger set
(1)
model stealing
(1)
model ownership verification
(1)
probabilistic method
(1)
safety-critical application
(1)
voice biometrics
(1)
neural network
(1)
probabilistic certification
(1)
chernoff-cramer bound
(1)
Papers
Certification of Speaker Recognition Models to Additive Perturbations
AAAI 2025
Probabilistically Robust Watermarking of Neural Networks
IJCAI 2024
CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks
AAAI 2022
Smoothed Embeddings for Certified Few-Shot Learning
NeurIPS 2022