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Profil bibliographique

Stefan Schroedl

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

19Publications signalées
813Citations signalées
0Affiliations récentes

Les domaines associés

Robotics and Sensor-Based LocalizationAutonomous Vehicle Technology and SafetyTraffic Prediction and Management TechniquesComputational Drug Discovery MethodsNeural Networks and Applications

Les publications récentes

Accès ouvert 2025 preprint OpenAlex

The Amazon Nova Family of Models: Technical Report and Model Card

Amazon AGI, Aayush Shah, Abhimanyu Bhatter, Abhinav Goyal et autres

We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highly-capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks. …

2 citations arXiv (Cornell University)
Accès ouvert 2024 article OpenAlex

AI is a viable alternative to high throughput screening: a 318-target study

Izhar Wallach, Denzil Bernard, Kong T. Nguyen, Gregory Ho et autres

High throughput screening (HTS) is routinely used to identify bioactive small molecules. This requires physical compounds, which limits coverage of accessible chemical space. Computational approaches combined with vast on-demand chemical libraries can access far greater chemical space, provided that the predictive accuracy …

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138 citations Scientific Reports
Accès ouvert 2024 dataset OpenAlex

gbm3: Generalized Boosted Regression Models

James Hickey, Paul Metcalfe, Greg Ridgeway, Stefan Schroedl et autres

Extensions to Freund and Schapire's AdaBoost algorithm, Y. Freund and R. Schapire (1997) <doi:10.1006/jcss.1997.1504> and Friedman's gradient boosting machine, J.H. Friedman (2001) <doi:10.1214/aos/1013203451>. Includes regression methods for least squares, absolute loss, t-distribution loss, quantile regression, logistic, Poisson, Cox proportional hazards partial likelihood, …

0 citations
Accès ouvert 2022 conference-paper OpenAlex

Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection

Stefan Schroedl, Manoj Kumar, Kiana Hajebi, Morteza Ziyadi et autres

Stefan Schroedl, Manoj Kumar, Kiana Hajebi, Morteza Ziyadi, Sriram Venkatapathy, Anil Ramakrishna, Rahul Gupta, Pradeep Natarajan. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track. 2022.

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1 citation
Accès ouvert 2016 dataset OpenAlex

plotluck: 'ggplot2' Version of "I'm Feeling Lucky!"

Stefan Schroedl

Examines the characteristics of a data frame and a formula to automatically choose the most suitable type of plot out of the following supported options: scatter, violin, box, bar, density, hexagon bin, spine plot, and heat map. The aim of the package …

1 citation
2005 article OpenAlex

Lane Keeping Based on Location Technology

Jing Wang, Stefan Schroedl, K. Mezger, R. Ortloff et autres

Vehicle positioning with an accuracy of 10 cm or less will enable lane-keeping assistance in addition to other safety benefits when an enhanced lane-level digital map is in place. With constantly evolving technology and sensors, a high-precision positioning system that fits into …

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91 citations IEEE Transactions on Intelligent Transportation Systems

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