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Mykel J. Kochenderfer

Stanford University

Scalable Importance Sampling in High Dimensions with Low-Rank Mixture Proposals

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May 19, 2025
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On Technique Identification and Threat-Actor Attribution using LLMs and Embedding Models

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May 15, 2025
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Model Identification Adaptive Control with $ρ$-POMDP Planning

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May 14, 2025
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Managing Geological Uncertainty in Critical Mineral Supply Chains: A POMDP Approach with Application to U.S. Lithium Resources

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Feb 08, 2025
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A General Bayesian Framework for Informative Input Design in System Identification

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Jan 28, 2025
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Enhanced Importance Sampling through Latent Space Exploration in Normalizing Flows

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Jan 06, 2025
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Physics-informed Gaussian Processes for Safe Envelope Expansion

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Jan 02, 2025
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Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering

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Dec 24, 2024
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Discrete-Time Distribution Steering using Monte Carlo Tree Search

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Dec 09, 2024
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More than Marketing? On the Information Value of AI Benchmarks for Practitioners

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Dec 07, 2024
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