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Author search results
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- Sebastian U. Stich
aka: Sebastian Urban Stich - Sebastian Urbanek
- Sebastian Urbanski
- Sebastian P. Urban
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Publication search results
found 295 matches
- 2024
- Dominik Urbaniak, Sebastian Bro Damsgaard, Weifan Zhang, Jan Rosell, Raúl Suárez, Michael Suppa:
Distributed Control for Collaborative Robotic Systems Using 5G Edge Computing. IEEE Access 12: 148706-148718 (2024) - Sebastian Rózycki, Marek Michalski, Aleksandra Kobielec:
Use of Geoinformatics for the Digitization and Visualization of Sensitive Space in the Urban Landscape: A Case Study of the Gross-Rosen Sub-Camps Systems. Remote. Sens. 16(5): 783 (2024) - Ellen Banzhaf, Isabelle Bause, Carolin Helbig, Sebastian Elze:
Personal Exposure to Environmental Pressures in Different Urban Residential Structures Linking Fieldwork and RS Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2789-2799 (2024) - Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich:
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity. Trans. Mach. Learn. Res. 2024 (2024) - Kumar Kshitij Patel, Margalit Glasgow, Ali Zindari, Lingxiao Wang, Sebastian U. Stich, Ziheng Cheng, Nirmit Joshi, Nathan Srebro:
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication. COLT 2024: 4115-4157 - Alexandra-Valentina Chiliment, Florina-Gabriela Tiron, Andreea-Gabriela Voicu, Florentina-Magda Enescu, Sebastian-Alexandru Dragusin, Nicu Bizon, Maria Simona Raboaca:
A Study of Intelligent Parking: Urban Efficiency Through Advanced Automated Systems Based on Green Energy Management. ECAI 2024: 1-7 - Vanessa Assumma, Sebastiano Barbieri, Marta Bottero, Caterina Caprioli:
Supporting the Planning Management of UNESCO Sites: A Literature Review Between Urban Showcase and Gentrification. ICCSA (Workshops 7) 2024: 147-162 - Bo Li, Xiaowen Jiang, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich:
An improved analysis of per-sample and per-update clipping in federated learning. ICLR 2024 - Yuan Gao, Rustem Islamov, Sebastian U. Stich:
EControl: Fast Distributed Optimization with Compression and Error Control. ICLR 2024 - Siqi Zhang, Sayantan Choudhury, Sebastian U. Stich, Nicolas Loizou:
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates. ICLR 2024 - Nikita Doikov, Sebastian U. Stich, Martin Jaggi:
Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions. ICML 2024 - Yuan Gao, Anton Rodomanov, Sebastian U. Stich:
Non-convex Stochastic Composite Optimization with Polyak Momentum. ICML 2024 - Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich:
Federated Optimization with Doubly Regularized Drift Correction. ICML 2024 - Anastasia Koloskova, Nikita Doikov, Sebastian U. Stich, Martin Jaggi:
On Convergence of Incremental Gradient for Non-convex Smooth Functions. ICML 2024 - Sebastian Zug, Georg Jäger, Norman Seyffer, Martin Plank, Gero Jörn Licht, Felix Wilhelm Siebert:
Using Unsupervised Learning to Explore Robot-Pedestrian Interactions in Urban Environments. ROSE 2024: 1-8 - Fariba Mostajeran, Sebastian Schneider, Gerd Bruder, Simone Kühn, Frank Steinicke:
Analyzing Cognitive Demands and Detection Thresholds for Redirected Walking in Immersive Forest and Urban Environments. VR 2024: 61-71 - Yuan Gao, Anton Rodomanov, Sebastian U. Stich:
Non-Convex Stochastic Composite Optimization with Polyak Momentum. CoRR abs/2403.02967 (2024) - Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich:
Federated Optimization with Doubly Regularized Drift Correction. CoRR abs/2404.08447 (2024) - Sebastian Morel-Balbi, Alec Kirkley:
Urban Boundary Delineation from Commuting Data with Bayesian Stochastic Blockmodeling: Scale, Contiguity, and Hierarchy. CoRR abs/2405.04911 (2024) - Kumar Kshitij Patel, Margalit Glasgow, Ali Zindari, Lingxiao Wang, Sebastian U. Stich, Ziheng Cheng, Nirmit Joshi, Nathan Srebro:
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication. CoRR abs/2405.11667 (2024) - Sebastian Zug, Georg Jäger, Norman Seyffer, Martin Plank, Gero Jörn Licht, Felix Wilhelm Siebert:
Using Unsupervised Learning to Explore Robot-Pedestrian Interactions in Urban Environments. CoRR abs/2405.12098 (2024) - Rustem Islamov, Yuan Gao, Sebastian U. Stich:
Near Optimal Decentralized Optimization with Compression and Momentum Tracking. CoRR abs/2405.20114 (2024) - Sebastian Hafner, Heng Fang, Hossein Azizpour, Yifang Ban:
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration. CoRR abs/2406.17458 (2024) - Xiaowen Jiang, Anton Rodomanov, Sebastian U. Stich:
Stabilized Proximal-Point Methods for Federated Optimization. CoRR abs/2407.07084 (2024) - 2023
- Roberto Díaz Urra, Nicolás Gálvez Ramírez, Carlos Castro:
A framework for the generation of complex scenario instances in the Urban Transit Routing Problem. Ann. Math. Artif. Intell. 91(2-3): 153-175 (2023) - Mathieu d'Aquin, Fabian Kirstein, Daniela Oliveira, Sonja Schimmler, Sebastian Urbanek:
FAIREST: A Framework for Assessing Research Repositories. Data Intell. 5(1): 202-241 (2023) - Samuel Horváth, Dmitry Kovalev, Konstantin Mishchenko, Peter Richtárik, Sebastian U. Stich:
Stochastic distributed learning with gradient quantization and double-variance reduction. Optim. Methods Softw. 38(1): 91-106 (2023) - Sebastian Hafner, Yifang Ban, Andrea Nascetti:
Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data. Remote. Sens. 15(21): 5135 (2023) - Abdelhadi Belfadel, Sebastian Hörl, Rodrigo Javier Tapia, Dimitra Politaki, Ibad Kureshi, Lorant A. Tavasszy, Jakob Puchinger:
A conceptual digital twin framework for city logistics. Comput. Environ. Urban Syst. 103: 101989 (2023) - Sebastian Pfautsch, Agnieszka Wujeska-Klause, Judi R. Walters:
Measuring local-scale canopy-layer air temperatures in the built environment: A flexible method for urban heat studies. Comput. Environ. Urban Syst. 99: 101913 (2023)
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