Search Results for author: Jonas Rauch

Found 3 papers, 1 papers with code

Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing

no code implementations4 May 2022 Ravi Kumar, Shahin Boluki, Karl Isler, Jonas Rauch, Darius Walczak

To address this concern, we propose a two-stage estimation methodology which makes the estimation of the price-sensitivity parameters robust to biases in the estimators of the nuisance parameters of the model.

Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models

1 code implementation5 Nov 2021 Daniel Bogdoll, Johannes Jestram, Jonas Rauch, Christin Scheib, Moritz Wittig, J. Marius Zöllner

Due to the massive volume of sensor data that must be sent in real-time, highly efficient data compression is elementary to prevent an overload of network infrastructure.

Autonomous Vehicles Data Compression

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