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Aleksandr Petiushko

CIMRL: Combining IMitation and Reinforcement Learning for Safe Autonomous Driving

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Jun 17, 2024
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Multi-Constraint Safe RL with Objective Suppression for Safety-Critical Applications

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Feb 23, 2024
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NUQ: Nonparametric Uncertainty Quantification for Deterministic Neural Networks

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Feb 07, 2022
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Smoothed Embeddings for Certified Few-Shot Learning

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Feb 02, 2022
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Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021

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Nov 22, 2021
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CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks

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Sep 22, 2021
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Manifold Hypothesis in Data Analysis: Double Geometrically-Probabilistic Approach to Manifold Dimension Estimation

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Jul 08, 2021
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Darker than Black-Box: Face Reconstruction from Similarity Queries

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Jul 02, 2021
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Certified Robustness via Randomized Smoothing over Multiplicative Parameters

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Jun 28, 2021
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MDMMT: Multidomain Multimodal Transformer for Video Retrieval

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Mar 19, 2021
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