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Quantitative Structure-Property Relationships for Thermal Stability and Explosive Properties of Chemicals

Publications associées (38)

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Distributional Regression and Autoregression via Optimal Transport

Laya Ghodrati

We present a framework for performing regression when both covariate and response are probability distributions on a compact and convex subset of

\R^d

. Our regression model is based on the theory of optimal transport and links the conditional Fr'echet m ...

EPFL2023

Quantitative Structure-Property Relationships for Thermal Stability and Explosive Properties of Chemicals

Graph Chatbot

Chattez avec Graph Search

Distributional Regression and Autoregression via Optimal Transport

Distribution-on-distribution regression via optimal transport maps

Minimax rate for optimal transport regression between distributions

One Fuzz Doesn’t Fit All: Optimizing Directed Fuzzing via Target-tailored Program State Restriction

Linear regression analysis of regional mean speed of Athens city network using drone data: A multi-modal approach

Impact of quantum-chemical metrics on the machine learning prediction of electron density

Ten seconds of my nights: Exploring methods to measure brightness, loudness and attendance and their associations with alcohol use from video clips

Noninvasive estimation of aortic hemodynamics and cardiac contractility using machine learning

Automatic L2 Regularization for Multiple Generalized Additive Models

Data-driven reduced order modeling for time-dependent problems

Distributional Regression and Autoregression via Optimal Transport

Impact of quantum-chemical metrics on the machine learning prediction of electron density

One Fuzz Doesn’t Fit All: Optimizing Directed Fuzzing via Target-tailored Program State Restriction

Distribution-on-distribution regression via optimal transport maps

Linear regression analysis of regional mean speed of Athens city network using drone data: A multi-modal approach

Ten seconds of my nights: Exploring methods to measure brightness, loudness and attendance and their associations with alcohol use from video clips

Automatic L2 Regularization for Multiple Generalized Additive Models

Data-driven reduced order modeling for time-dependent problems

Minimax rate for optimal transport regression between distributions

Noninvasive estimation of aortic hemodynamics and cardiac contractility using machine learning